{
  "model_version": "support-prioritizer-linear-v1",
  "threshold": 0.68,
  "accuracy": 0.75,
  "local_explanations": [
    {
      "case_id": "t001",
      "label": 1,
      "intercept": -2.35,
      "logit": 1.8119999999999998,
      "score": 0.859603,
      "prediction": 1,
      "top_features": [
        {
          "feature": "student_wait_days",
          "value": 12.0,
          "weight": 0.13,
          "contribution_logit": 1.56,
          "direction": "sube"
        },
        {
          "feature": "missing_payment",
          "value": 1.0,
          "weight": 1.25,
          "contribution_logit": 1.25,
          "direction": "sube"
        },
        {
          "feature": "prior_cases",
          "value": 3.0,
          "weight": 0.28,
          "contribution_logit": 0.8400000000000001,
          "direction": "sube"
        },
        {
          "feature": "contains_policy_keyword",
          "value": 1.0,
          "weight": 0.62,
          "contribution_logit": 0.62,
          "direction": "sube"
        },
        {
          "feature": "deadline_hours",
          "value": 6.0,
          "weight": -0.018,
          "contribution_logit": -0.10799999999999998,
          "direction": "baja"
        },
        {
          "feature": "docs_attached",
          "value": 0.0,
          "weight": -0.75,
          "contribution_logit": -0.0,
          "direction": "neutral"
        }
      ]
    },
    {
      "case_id": "t002",
      "label": 0,
      "intercept": -2.35,
      "logit": -4.51,
      "score": 0.010879,
      "prediction": 0,
      "top_features": [
        {
          "feature": "deadline_hours",
          "value": 120.0,
          "weight": -0.018,
          "contribution_logit": -2.1599999999999997,
          "direction": "baja"
        },
        {
          "feature": "docs_attached",
          "value": 1.0,
          "weight": -0.75,
          "contribution_logit": -0.75,
          "direction": "baja"
        },
        {
          "feature": "contains_policy_keyword",
          "value": 1.0,
          "weight": 0.62,
          "contribution_logit": 0.62,
          "direction": "sube"
        },
        {
          "feature": "student_wait_days",
          "value": 1.0,
          "weight": 0.13,
          "contribution_logit": 0.13,
          "direction": "sube"
        },
        {
          "feature": "missing_payment",
          "value": 0.0,
          "weight": 1.25,
          "contribution_logit": 0.0,
          "direction": "neutral"
        },
        {
          "feature": "prior_cases",
          "value": 0.0,
          "weight": 0.28,
          "contribution_logit": 0.0,
          "direction": "neutral"
        }
      ]
    },
    {
      "case_id": "t003",
      "label": 1,
      "intercept": -2.35,
      "logit": 0.30600000000000005,
      "score": 0.575909,
      "prediction": 0,
      "top_features": [
        {
          "feature": "missing_payment",
          "value": 1.0,
          "weight": 1.25,
          "contribution_logit": 1.25,
          "direction": "sube"
        },
        {
          "feature": "student_wait_days",
          "value": 9.0,
          "weight": 0.13,
          "contribution_logit": 1.17,
          "direction": "sube"
        },
        {
          "feature": "prior_cases",
          "value": 2.0,
          "weight": 0.28,
          "contribution_logit": 0.56,
          "direction": "sube"
        },
        {
          "feature": "deadline_hours",
          "value": 18.0,
          "weight": -0.018,
          "contribution_logit": -0.32399999999999995,
          "direction": "baja"
        },
        {
          "feature": "docs_attached",
          "value": 0.0,
          "weight": -0.75,
          "contribution_logit": -0.0,
          "direction": "neutral"
        },
        {
          "feature": "contains_policy_keyword",
          "value": 0.0,
          "weight": 0.62,
          "contribution_logit": 0.0,
          "direction": "neutral"
        }
      ]
    },
    {
      "case_id": "t004",
      "label": 0,
      "intercept": -2.35,
      "logit": -3.856,
      "score": 0.020714,
      "prediction": 0,
      "top_features": [
        {
          "feature": "deadline_hours",
          "value": 72.0,
          "weight": -0.018,
          "contribution_logit": -1.2959999999999998,
          "direction": "baja"
        },
        {
          "feature": "docs_attached",
          "value": 1.0,
          "weight": -0.75,
          "contribution_logit": -0.75,
          "direction": "baja"
        },
        {
          "feature": "prior_cases",
          "value": 1.0,
          "weight": 0.28,
          "contribution_logit": 0.28,
          "direction": "sube"
        },
        {
          "feature": "student_wait_days",
          "value": 2.0,
          "weight": 0.13,
          "contribution_logit": 0.26,
          "direction": "sube"
        },
        {
          "feature": "missing_payment",
          "value": 0.0,
          "weight": 1.25,
          "contribution_logit": 0.0,
          "direction": "neutral"
        },
        {
          "feature": "contains_policy_keyword",
          "value": 0.0,
          "weight": 0.62,
          "contribution_logit": 0.0,
          "direction": "neutral"
        }
      ]
    },
    {
      "case_id": "t005",
      "label": 1,
      "intercept": -2.35,
      "logit": 1.5299999999999998,
      "score": 0.822006,
      "prediction": 1,
      "top_features": [
        {
          "feature": "student_wait_days",
          "value": 14.0,
          "weight": 0.13,
          "contribution_logit": 1.82,
          "direction": "sube"
        },
        {
          "feature": "missing_payment",
          "value": 1.0,
          "weight": 1.25,
          "contribution_logit": 1.25,
          "direction": "sube"
        },
        {
          "feature": "prior_cases",
          "value": 4.0,
          "weight": 0.28,
          "contribution_logit": 1.12,
          "direction": "sube"
        },
        {
          "feature": "docs_attached",
          "value": 1.0,
          "weight": -0.75,
          "contribution_logit": -0.75,
          "direction": "baja"
        },
        {
          "feature": "contains_policy_keyword",
          "value": 1.0,
          "weight": 0.62,
          "contribution_logit": 0.62,
          "direction": "sube"
        },
        {
          "feature": "deadline_hours",
          "value": 10.0,
          "weight": -0.018,
          "contribution_logit": -0.18,
          "direction": "baja"
        }
      ]
    },
    {
      "case_id": "t006",
      "label": 0,
      "intercept": -2.35,
      "logit": -3.6879999999999993,
      "score": 0.024411,
      "prediction": 0,
      "top_features": [
        {
          "feature": "deadline_hours",
          "value": 96.0,
          "weight": -0.018,
          "contribution_logit": -1.7279999999999998,
          "direction": "baja"
        },
        {
          "feature": "student_wait_days",
          "value": 3.0,
          "weight": 0.13,
          "contribution_logit": 0.39,
          "direction": "sube"
        },
        {
          "feature": "missing_payment",
          "value": 0.0,
          "weight": 1.25,
          "contribution_logit": 0.0,
          "direction": "neutral"
        },
        {
          "feature": "docs_attached",
          "value": 0.0,
          "weight": -0.75,
          "contribution_logit": -0.0,
          "direction": "neutral"
        },
        {
          "feature": "prior_cases",
          "value": 0.0,
          "weight": 0.28,
          "contribution_logit": 0.0,
          "direction": "neutral"
        },
        {
          "feature": "contains_policy_keyword",
          "value": 0.0,
          "weight": 0.62,
          "contribution_logit": 0.0,
          "direction": "neutral"
        }
      ]
    },
    {
      "case_id": "t007",
      "label": 1,
      "intercept": -2.35,
      "logit": 0.826,
      "score": 0.695508,
      "prediction": 1,
      "top_features": [
        {
          "feature": "prior_cases",
          "value": 5.0,
          "weight": 0.28,
          "contribution_logit": 1.4000000000000001,
          "direction": "sube"
        },
        {
          "feature": "student_wait_days",
          "value": 10.0,
          "weight": 0.13,
          "contribution_logit": 1.3,
          "direction": "sube"
        },
        {
          "feature": "contains_policy_keyword",
          "value": 1.0,
          "weight": 0.62,
          "contribution_logit": 0.62,
          "direction": "sube"
        },
        {
          "feature": "deadline_hours",
          "value": 8.0,
          "weight": -0.018,
          "contribution_logit": -0.144,
          "direction": "baja"
        },
        {
          "feature": "missing_payment",
          "value": 0.0,
          "weight": 1.25,
          "contribution_logit": 0.0,
          "direction": "neutral"
        },
        {
          "feature": "docs_attached",
          "value": 0.0,
          "weight": -0.75,
          "contribution_logit": -0.0,
          "direction": "neutral"
        }
      ]
    },
    {
      "case_id": "t008",
      "label": 0,
      "intercept": -2.35,
      "logit": -5.072,
      "score": 0.006231,
      "prediction": 0,
      "top_features": [
        {
          "feature": "deadline_hours",
          "value": 144.0,
          "weight": -0.018,
          "contribution_logit": -2.5919999999999996,
          "direction": "baja"
        },
        {
          "feature": "docs_attached",
          "value": 1.0,
          "weight": -0.75,
          "contribution_logit": -0.75,
          "direction": "baja"
        },
        {
          "feature": "contains_policy_keyword",
          "value": 1.0,
          "weight": 0.62,
          "contribution_logit": 0.62,
          "direction": "sube"
        },
        {
          "feature": "missing_payment",
          "value": 0.0,
          "weight": 1.25,
          "contribution_logit": 0.0,
          "direction": "neutral"
        },
        {
          "feature": "prior_cases",
          "value": 0.0,
          "weight": 0.28,
          "contribution_logit": 0.0,
          "direction": "neutral"
        },
        {
          "feature": "student_wait_days",
          "value": 0.0,
          "weight": 0.13,
          "contribution_logit": 0.0,
          "direction": "neutral"
        }
      ]
    },
    {
      "case_id": "t009",
      "label": 1,
      "intercept": -2.35,
      "logit": 0.40800000000000003,
      "score": 0.600608,
      "prediction": 0,
      "top_features": [
        {
          "feature": "missing_payment",
          "value": 1.0,
          "weight": 1.25,
          "contribution_logit": 1.25,
          "direction": "sube"
        },
        {
          "feature": "student_wait_days",
          "value": 8.0,
          "weight": 0.13,
          "contribution_logit": 1.04,
          "direction": "sube"
        },
        {
          "feature": "contains_policy_keyword",
          "value": 1.0,
          "weight": 0.62,
          "contribution_logit": 0.62,
          "direction": "sube"
        },
        {
          "feature": "deadline_hours",
          "value": 24.0,
          "weight": -0.018,
          "contribution_logit": -0.43199999999999994,
          "direction": "baja"
        },
        {
          "feature": "prior_cases",
          "value": 1.0,
          "weight": 0.28,
          "contribution_logit": 0.28,
          "direction": "sube"
        },
        {
          "feature": "docs_attached",
          "value": 0.0,
          "weight": -0.75,
          "contribution_logit": -0.0,
          "direction": "neutral"
        }
      ]
    },
    {
      "case_id": "t010",
      "label": 0,
      "intercept": -2.35,
      "logit": -3.0999999999999996,
      "score": 0.043107,
      "prediction": 0,
      "top_features": [
        {
          "feature": "deadline_hours",
          "value": 60.0,
          "weight": -0.018,
          "contribution_logit": -1.0799999999999998,
          "direction": "baja"
        },
        {
          "feature": "docs_attached",
          "value": 1.0,
          "weight": -0.75,
          "contribution_logit": -0.75,
          "direction": "baja"
        },
        {
          "feature": "prior_cases",
          "value": 2.0,
          "weight": 0.28,
          "contribution_logit": 0.56,
          "direction": "sube"
        },
        {
          "feature": "student_wait_days",
          "value": 4.0,
          "weight": 0.13,
          "contribution_logit": 0.52,
          "direction": "sube"
        },
        {
          "feature": "missing_payment",
          "value": 0.0,
          "weight": 1.25,
          "contribution_logit": 0.0,
          "direction": "neutral"
        },
        {
          "feature": "contains_policy_keyword",
          "value": 0.0,
          "weight": 0.62,
          "contribution_logit": 0.0,
          "direction": "neutral"
        }
      ]
    },
    {
      "case_id": "t011",
      "label": 1,
      "intercept": -2.35,
      "logit": 3.208,
      "score": 0.961134,
      "prediction": 1,
      "top_features": [
        {
          "feature": "student_wait_days",
          "value": 16.0,
          "weight": 0.13,
          "contribution_logit": 2.08,
          "direction": "sube"
        },
        {
          "feature": "prior_cases",
          "value": 6.0,
          "weight": 0.28,
          "contribution_logit": 1.6800000000000002,
          "direction": "sube"
        },
        {
          "feature": "missing_payment",
          "value": 1.0,
          "weight": 1.25,
          "contribution_logit": 1.25,
          "direction": "sube"
        },
        {
          "feature": "contains_policy_keyword",
          "value": 1.0,
          "weight": 0.62,
          "contribution_logit": 0.62,
          "direction": "sube"
        },
        {
          "feature": "deadline_hours",
          "value": 4.0,
          "weight": -0.018,
          "contribution_logit": -0.072,
          "direction": "baja"
        },
        {
          "feature": "docs_attached",
          "value": 0.0,
          "weight": -0.75,
          "contribution_logit": -0.0,
          "direction": "neutral"
        }
      ]
    },
    {
      "case_id": "t012",
      "label": 0,
      "intercept": -2.35,
      "logit": -5.994,
      "score": 0.002487,
      "prediction": 0,
      "top_features": [
        {
          "feature": "deadline_hours",
          "value": 168.0,
          "weight": -0.018,
          "contribution_logit": -3.0239999999999996,
          "direction": "baja"
        },
        {
          "feature": "docs_attached",
          "value": 1.0,
          "weight": -0.75,
          "contribution_logit": -0.75,
          "direction": "baja"
        },
        {
          "feature": "student_wait_days",
          "value": 1.0,
          "weight": 0.13,
          "contribution_logit": 0.13,
          "direction": "sube"
        },
        {
          "feature": "missing_payment",
          "value": 0.0,
          "weight": 1.25,
          "contribution_logit": 0.0,
          "direction": "neutral"
        },
        {
          "feature": "prior_cases",
          "value": 0.0,
          "weight": 0.28,
          "contribution_logit": 0.0,
          "direction": "neutral"
        },
        {
          "feature": "contains_policy_keyword",
          "value": 0.0,
          "weight": 0.62,
          "contribution_logit": 0.0,
          "direction": "neutral"
        }
      ]
    },
    {
      "case_id": "t013",
      "label": 1,
      "intercept": -2.35,
      "logit": 0.6040000000000004,
      "score": 0.646571,
      "prediction": 0,
      "top_features": [
        {
          "feature": "student_wait_days",
          "value": 11.0,
          "weight": 0.13,
          "contribution_logit": 1.4300000000000002,
          "direction": "sube"
        },
        {
          "feature": "prior_cases",
          "value": 4.0,
          "weight": 0.28,
          "contribution_logit": 1.12,
          "direction": "sube"
        },
        {
          "feature": "contains_policy_keyword",
          "value": 1.0,
          "weight": 0.62,
          "contribution_logit": 0.62,
          "direction": "sube"
        },
        {
          "feature": "deadline_hours",
          "value": 12.0,
          "weight": -0.018,
          "contribution_logit": -0.21599999999999997,
          "direction": "baja"
        },
        {
          "feature": "missing_payment",
          "value": 0.0,
          "weight": 1.25,
          "contribution_logit": 0.0,
          "direction": "neutral"
        },
        {
          "feature": "docs_attached",
          "value": 0.0,
          "weight": -0.75,
          "contribution_logit": -0.0,
          "direction": "neutral"
        }
      ]
    },
    {
      "case_id": "t014",
      "label": 0,
      "intercept": -2.35,
      "logit": -3.25,
      "score": 0.037327,
      "prediction": 0,
      "top_features": [
        {
          "feature": "deadline_hours",
          "value": 80.0,
          "weight": -0.018,
          "contribution_logit": -1.44,
          "direction": "baja"
        },
        {
          "feature": "prior_cases",
          "value": 1.0,
          "weight": 0.28,
          "contribution_logit": 0.28,
          "direction": "sube"
        },
        {
          "feature": "student_wait_days",
          "value": 2.0,
          "weight": 0.13,
          "contribution_logit": 0.26,
          "direction": "sube"
        },
        {
          "feature": "missing_payment",
          "value": 0.0,
          "weight": 1.25,
          "contribution_logit": 0.0,
          "direction": "neutral"
        },
        {
          "feature": "docs_attached",
          "value": 0.0,
          "weight": -0.75,
          "contribution_logit": -0.0,
          "direction": "neutral"
        },
        {
          "feature": "contains_policy_keyword",
          "value": 0.0,
          "weight": 0.62,
          "contribution_logit": 0.0,
          "direction": "neutral"
        }
      ]
    },
    {
      "case_id": "t015",
      "label": 1,
      "intercept": -2.35,
      "logit": 0.44999999999999996,
      "score": 0.610639,
      "prediction": 0,
      "top_features": [
        {
          "feature": "missing_payment",
          "value": 1.0,
          "weight": 1.25,
          "contribution_logit": 1.25,
          "direction": "sube"
        },
        {
          "feature": "student_wait_days",
          "value": 7.0,
          "weight": 0.13,
          "contribution_logit": 0.91,
          "direction": "sube"
        },
        {
          "feature": "contains_policy_keyword",
          "value": 1.0,
          "weight": 0.62,
          "contribution_logit": 0.62,
          "direction": "sube"
        },
        {
          "feature": "prior_cases",
          "value": 2.0,
          "weight": 0.28,
          "contribution_logit": 0.56,
          "direction": "sube"
        },
        {
          "feature": "deadline_hours",
          "value": 30.0,
          "weight": -0.018,
          "contribution_logit": -0.5399999999999999,
          "direction": "baja"
        },
        {
          "feature": "docs_attached",
          "value": 0.0,
          "weight": -0.75,
          "contribution_logit": -0.0,
          "direction": "neutral"
        }
      ]
    },
    {
      "case_id": "t016",
      "label": 0,
      "intercept": -2.35,
      "logit": -3.7899999999999996,
      "score": 0.022096,
      "prediction": 0,
      "top_features": [
        {
          "feature": "deadline_hours",
          "value": 110.0,
          "weight": -0.018,
          "contribution_logit": -1.9799999999999998,
          "direction": "baja"
        },
        {
          "feature": "docs_attached",
          "value": 1.0,
          "weight": -0.75,
          "contribution_logit": -0.75,
          "direction": "baja"
        },
        {
          "feature": "contains_policy_keyword",
          "value": 1.0,
          "weight": 0.62,
          "contribution_logit": 0.62,
          "direction": "sube"
        },
        {
          "feature": "student_wait_days",
          "value": 3.0,
          "weight": 0.13,
          "contribution_logit": 0.39,
          "direction": "sube"
        },
        {
          "feature": "prior_cases",
          "value": 1.0,
          "weight": 0.28,
          "contribution_logit": 0.28,
          "direction": "sube"
        },
        {
          "feature": "missing_payment",
          "value": 0.0,
          "weight": 1.25,
          "contribution_logit": 0.0,
          "direction": "neutral"
        }
      ]
    },
    {
      "case_id": "t017",
      "label": 1,
      "intercept": -2.35,
      "logit": 0.3920000000000001,
      "score": 0.596764,
      "prediction": 0,
      "top_features": [
        {
          "feature": "student_wait_days",
          "value": 13.0,
          "weight": 0.13,
          "contribution_logit": 1.69,
          "direction": "sube"
        },
        {
          "feature": "missing_payment",
          "value": 1.0,
          "weight": 1.25,
          "contribution_logit": 1.25,
          "direction": "sube"
        },
        {
          "feature": "prior_cases",
          "value": 3.0,
          "weight": 0.28,
          "contribution_logit": 0.8400000000000001,
          "direction": "sube"
        },
        {
          "feature": "docs_attached",
          "value": 1.0,
          "weight": -0.75,
          "contribution_logit": -0.75,
          "direction": "baja"
        },
        {
          "feature": "deadline_hours",
          "value": 16.0,
          "weight": -0.018,
          "contribution_logit": -0.288,
          "direction": "baja"
        },
        {
          "feature": "contains_policy_keyword",
          "value": 0.0,
          "weight": 0.62,
          "contribution_logit": 0.0,
          "direction": "neutral"
        }
      ]
    },
    {
      "case_id": "t018",
      "label": 0,
      "intercept": -2.35,
      "logit": -3.7039999999999997,
      "score": 0.024033,
      "prediction": 0,
      "top_features": [
        {
          "feature": "deadline_hours",
          "value": 48.0,
          "weight": -0.018,
          "contribution_logit": -0.8639999999999999,
          "direction": "baja"
        },
        {
          "feature": "docs_attached",
          "value": 1.0,
          "weight": -0.75,
          "contribution_logit": -0.75,
          "direction": "baja"
        },
        {
          "feature": "student_wait_days",
          "value": 2.0,
          "weight": 0.13,
          "contribution_logit": 0.26,
          "direction": "sube"
        },
        {
          "feature": "missing_payment",
          "value": 0.0,
          "weight": 1.25,
          "contribution_logit": 0.0,
          "direction": "neutral"
        },
        {
          "feature": "prior_cases",
          "value": 0.0,
          "weight": 0.28,
          "contribution_logit": 0.0,
          "direction": "neutral"
        },
        {
          "feature": "contains_policy_keyword",
          "value": 0.0,
          "weight": 0.62,
          "contribution_logit": 0.0,
          "direction": "neutral"
        }
      ]
    },
    {
      "case_id": "t019",
      "label": 1,
      "intercept": -2.35,
      "logit": 1.2600000000000002,
      "score": 0.779026,
      "prediction": 1,
      "top_features": [
        {
          "feature": "student_wait_days",
          "value": 15.0,
          "weight": 0.13,
          "contribution_logit": 1.9500000000000002,
          "direction": "sube"
        },
        {
          "feature": "prior_cases",
          "value": 5.0,
          "weight": 0.28,
          "contribution_logit": 1.4000000000000001,
          "direction": "sube"
        },
        {
          "feature": "contains_policy_keyword",
          "value": 1.0,
          "weight": 0.62,
          "contribution_logit": 0.62,
          "direction": "sube"
        },
        {
          "feature": "deadline_hours",
          "value": 20.0,
          "weight": -0.018,
          "contribution_logit": -0.36,
          "direction": "baja"
        },
        {
          "feature": "missing_payment",
          "value": 0.0,
          "weight": 1.25,
          "contribution_logit": 0.0,
          "direction": "neutral"
        },
        {
          "feature": "docs_attached",
          "value": 0.0,
          "weight": -0.75,
          "contribution_logit": -0.0,
          "direction": "neutral"
        }
      ]
    },
    {
      "case_id": "t020",
      "label": 0,
      "intercept": -2.35,
      "logit": -4.749999999999999,
      "score": 0.008577,
      "prediction": 0,
      "top_features": [
        {
          "feature": "deadline_hours",
          "value": 130.0,
          "weight": -0.018,
          "contribution_logit": -2.34,
          "direction": "baja"
        },
        {
          "feature": "docs_attached",
          "value": 1.0,
          "weight": -0.75,
          "contribution_logit": -0.75,
          "direction": "baja"
        },
        {
          "feature": "prior_cases",
          "value": 2.0,
          "weight": 0.28,
          "contribution_logit": 0.56,
          "direction": "sube"
        },
        {
          "feature": "student_wait_days",
          "value": 1.0,
          "weight": 0.13,
          "contribution_logit": 0.13,
          "direction": "sube"
        },
        {
          "feature": "missing_payment",
          "value": 0.0,
          "weight": 1.25,
          "contribution_logit": 0.0,
          "direction": "neutral"
        },
        {
          "feature": "contains_policy_keyword",
          "value": 0.0,
          "weight": 0.62,
          "contribution_logit": 0.0,
          "direction": "neutral"
        }
      ]
    }
  ],
  "deletion_tests": [
    {
      "case_id": "t001",
      "removed_feature": "student_wait_days",
      "original_score": 0.859603,
      "after_score": 0.562669,
      "score_drop": 0.296935,
      "prediction_changed": true
    },
    {
      "case_id": "t002",
      "removed_feature": "deadline_hours",
      "original_score": 0.010879,
      "after_score": 0.087066,
      "score_drop": -0.076187,
      "prediction_changed": false
    },
    {
      "case_id": "t003",
      "removed_feature": "missing_payment",
      "original_score": 0.575909,
      "after_score": 0.280093,
      "score_drop": 0.295816,
      "prediction_changed": false
    },
    {
      "case_id": "t004",
      "removed_feature": "deadline_hours",
      "original_score": 0.020714,
      "after_score": 0.071758,
      "score_drop": -0.051043,
      "prediction_changed": false
    },
    {
      "case_id": "t005",
      "removed_feature": "student_wait_days",
      "original_score": 0.822006,
      "after_score": 0.428004,
      "score_drop": 0.394002,
      "prediction_changed": true
    },
    {
      "case_id": "t006",
      "removed_feature": "deadline_hours",
      "original_score": 0.024411,
      "after_score": 0.123467,
      "score_drop": -0.099056,
      "prediction_changed": false
    },
    {
      "case_id": "t007",
      "removed_feature": "prior_cases",
      "original_score": 0.695508,
      "after_score": 0.360314,
      "score_drop": 0.335194,
      "prediction_changed": true
    },
    {
      "case_id": "t008",
      "removed_feature": "deadline_hours",
      "original_score": 0.006231,
      "after_score": 0.077272,
      "score_drop": -0.071041,
      "prediction_changed": false
    },
    {
      "case_id": "t009",
      "removed_feature": "missing_payment",
      "original_score": 0.600608,
      "after_score": 0.301114,
      "score_drop": 0.299494,
      "prediction_changed": false
    },
    {
      "case_id": "t010",
      "removed_feature": "deadline_hours",
      "original_score": 0.043107,
      "after_score": 0.117119,
      "score_drop": -0.074012,
      "prediction_changed": false
    },
    {
      "case_id": "t011",
      "removed_feature": "student_wait_days",
      "original_score": 0.961134,
      "after_score": 0.75547,
      "score_drop": 0.205665,
      "prediction_changed": false
    },
    {
      "case_id": "t012",
      "removed_feature": "deadline_hours",
      "original_score": 0.002487,
      "after_score": 0.0488,
      "score_drop": -0.046312,
      "prediction_changed": false
    },
    {
      "case_id": "t013",
      "removed_feature": "student_wait_days",
      "original_score": 0.646571,
      "after_score": 0.304492,
      "score_drop": 0.342079,
      "prediction_changed": false
    },
    {
      "case_id": "t014",
      "removed_feature": "deadline_hours",
      "original_score": 0.037327,
      "after_score": 0.140638,
      "score_drop": -0.103311,
      "prediction_changed": false
    },
    {
      "case_id": "t015",
      "removed_feature": "missing_payment",
      "original_score": 0.610639,
      "after_score": 0.310026,
      "score_drop": 0.300614,
      "prediction_changed": false
    },
    {
      "case_id": "t016",
      "removed_feature": "deadline_hours",
      "original_score": 0.022096,
      "after_score": 0.140638,
      "score_drop": -0.118542,
      "prediction_changed": false
    },
    {
      "case_id": "t017",
      "removed_feature": "student_wait_days",
      "original_score": 0.596764,
      "after_score": 0.214502,
      "score_drop": 0.382262,
      "prediction_changed": false
    },
    {
      "case_id": "t018",
      "removed_feature": "deadline_hours",
      "original_score": 0.024033,
      "after_score": 0.055201,
      "score_drop": -0.031168,
      "prediction_changed": false
    },
    {
      "case_id": "t019",
      "removed_feature": "student_wait_days",
      "original_score": 0.779026,
      "after_score": 0.334033,
      "score_drop": 0.444993,
      "prediction_changed": true
    },
    {
      "case_id": "t020",
      "removed_feature": "deadline_hours",
      "original_score": 0.008577,
      "after_score": 0.082413,
      "score_drop": -0.073836,
      "prediction_changed": false
    }
  ],
  "top_k_fidelity": [
    {
      "case_id": "t001",
      "k": 2,
      "top_features": [
        "student_wait_days",
        "missing_payment"
      ],
      "original_score": 0.859603,
      "without_top_score": 0.269335,
      "only_top_score": 0.613014,
      "comprehensiveness": 0.590269,
      "sufficiency_delta": 0.246589
    },
    {
      "case_id": "t002",
      "k": 2,
      "top_features": [
        "deadline_hours",
        "docs_attached"
      ],
      "original_score": 0.010879,
      "without_top_score": 0.167982,
      "only_top_score": 0.005168,
      "comprehensiveness": -0.157103,
      "sufficiency_delta": 0.00571
    },
    {
      "case_id": "t003",
      "k": 2,
      "top_features": [
        "missing_payment",
        "student_wait_days"
      ],
      "original_score": 0.575909,
      "without_top_score": 0.107744,
      "only_top_score": 0.517493,
      "comprehensiveness": 0.468165,
      "sufficiency_delta": 0.058416
    },
    {
      "case_id": "t004",
      "k": 2,
      "top_features": [
        "deadline_hours",
        "docs_attached"
      ],
      "original_score": 0.020714,
      "without_top_score": 0.140638,
      "only_top_score": 0.012176,
      "comprehensiveness": -0.119924,
      "sufficiency_delta": 0.008538
    },
    {
      "case_id": "t005",
      "k": 2,
      "top_features": [
        "student_wait_days",
        "missing_payment"
      ],
      "original_score": 0.822006,
      "without_top_score": 0.176535,
      "only_top_score": 0.672607,
      "comprehensiveness": 0.645471,
      "sufficiency_delta": 0.149399
    },
    {
      "case_id": "t006",
      "k": 2,
      "top_features": [
        "deadline_hours",
        "student_wait_days"
      ],
      "original_score": 0.024411,
      "without_top_score": 0.087066,
      "only_top_score": 0.024411,
      "comprehensiveness": -0.062655,
      "sufficiency_delta": 0.0
    },
    {
      "case_id": "t007",
      "k": 2,
      "top_features": [
        "prior_cases",
        "student_wait_days"
      ],
      "original_score": 0.695508,
      "without_top_score": 0.13308,
      "only_top_score": 0.586618,
      "comprehensiveness": 0.562429,
      "sufficiency_delta": 0.108891
    },
    {
      "case_id": "t008",
      "k": 2,
      "top_features": [
        "deadline_hours",
        "docs_attached"
      ],
      "original_score": 0.006231,
      "without_top_score": 0.150588,
      "only_top_score": 0.003362,
      "comprehensiveness": -0.144357,
      "sufficiency_delta": 0.002869
    },
    {
      "case_id": "t009",
      "k": 2,
      "top_features": [
        "missing_payment",
        "student_wait_days"
      ],
      "original_score": 0.600608,
      "without_top_score": 0.132159,
      "only_top_score": 0.485004,
      "comprehensiveness": 0.468449,
      "sufficiency_delta": 0.115604
    },
    {
      "case_id": "t010",
      "k": 2,
      "top_features": [
        "deadline_hours",
        "docs_attached"
      ],
      "original_score": 0.043107,
      "without_top_score": 0.219257,
      "only_top_score": 0.015068,
      "comprehensiveness": -0.17615,
      "sufficiency_delta": 0.028039
    },
    {
      "case_id": "t011",
      "k": 2,
      "top_features": [
        "student_wait_days",
        "prior_cases"
      ],
      "original_score": 0.961134,
      "without_top_score": 0.365401,
      "only_top_score": 0.803766,
      "comprehensiveness": 0.595734,
      "sufficiency_delta": 0.157368
    },
    {
      "case_id": "t012",
      "k": 2,
      "top_features": [
        "deadline_hours",
        "docs_attached"
      ],
      "original_score": 0.002487,
      "without_top_score": 0.097969,
      "only_top_score": 0.002185,
      "comprehensiveness": -0.095481,
      "sufficiency_delta": 0.000303
    },
    {
      "case_id": "t013",
      "k": 2,
      "top_features": [
        "student_wait_days",
        "prior_cases"
      ],
      "original_score": 0.646571,
      "without_top_score": 0.12499,
      "only_top_score": 0.549834,
      "comprehensiveness": 0.521581,
      "sufficiency_delta": 0.096737
    },
    {
      "case_id": "t014",
      "k": 2,
      "top_features": [
        "deadline_hours",
        "prior_cases"
      ],
      "original_score": 0.037327,
      "without_top_score": 0.110073,
      "only_top_score": 0.029029,
      "comprehensiveness": -0.072746,
      "sufficiency_delta": 0.008298
    },
    {
      "case_id": "t015",
      "k": 2,
      "top_features": [
        "missing_payment",
        "student_wait_days"
      ],
      "original_score": 0.610639,
      "without_top_score": 0.153164,
      "only_top_score": 0.452642,
      "comprehensiveness": 0.457476,
      "sufficiency_delta": 0.157997
    },
    {
      "case_id": "t016",
      "k": 2,
      "top_features": [
        "deadline_hours",
        "docs_attached"
      ],
      "original_score": 0.022096,
      "without_top_score": 0.257309,
      "only_top_score": 0.006181,
      "comprehensiveness": -0.235213,
      "sufficiency_delta": 0.015915
    },
    {
      "case_id": "t017",
      "k": 2,
      "top_features": [
        "student_wait_days",
        "missing_payment"
      ],
      "original_score": 0.596764,
      "without_top_score": 0.072561,
      "only_top_score": 0.643365,
      "comprehensiveness": 0.524203,
      "sufficiency_delta": 0.046601
    },
    {
      "case_id": "t018",
      "k": 2,
      "top_features": [
        "deadline_hours",
        "docs_attached"
      ],
      "original_score": 0.024033,
      "without_top_score": 0.110073,
      "only_top_score": 0.018633,
      "comprehensiveness": -0.08604,
      "sufficiency_delta": 0.0054
    },
    {
      "case_id": "t019",
      "k": 2,
      "top_features": [
        "student_wait_days",
        "prior_cases"
      ],
      "original_score": 0.779026,
      "without_top_score": 0.110073,
      "only_top_score": 0.731059,
      "comprehensiveness": 0.668954,
      "sufficiency_delta": 0.047968
    },
    {
      "case_id": "t020",
      "k": 2,
      "top_features": [
        "deadline_hours",
        "docs_attached"
      ],
      "original_score": 0.008577,
      "without_top_score": 0.159762,
      "only_top_score": 0.004321,
      "comprehensiveness": -0.151185,
      "sufficiency_delta": 0.004257
    }
  ],
  "permutation_importance": [
    {
      "feature": "deadline_hours",
      "baseline_accuracy": 0.75,
      "permuted_accuracy": 0.5,
      "drop": 0.25
    },
    {
      "feature": "student_wait_days",
      "baseline_accuracy": 0.75,
      "permuted_accuracy": 0.55,
      "drop": 0.2
    },
    {
      "feature": "prior_cases",
      "baseline_accuracy": 0.75,
      "permuted_accuracy": 0.6,
      "drop": 0.15
    },
    {
      "feature": "missing_payment",
      "baseline_accuracy": 0.75,
      "permuted_accuracy": 0.65,
      "drop": 0.1
    },
    {
      "feature": "docs_attached",
      "baseline_accuracy": 0.75,
      "permuted_accuracy": 0.65,
      "drop": 0.1
    },
    {
      "feature": "contains_policy_keyword",
      "baseline_accuracy": 0.75,
      "permuted_accuracy": 0.7,
      "drop": 0.05
    }
  ],
  "top_feature_distribution": [
    {
      "feature": "deadline_hours",
      "count": 10,
      "share": 0.5
    },
    {
      "feature": "student_wait_days",
      "count": 6,
      "share": 0.3
    },
    {
      "feature": "missing_payment",
      "count": 3,
      "share": 0.15
    },
    {
      "feature": "prior_cases",
      "count": 1,
      "share": 0.05
    }
  ],
  "feature_correlation_report": [
    {
      "feature_a": "prior_cases",
      "feature_b": "student_wait_days",
      "correlation": 0.8837,
      "abs_correlation": 0.8837
    },
    {
      "feature_a": "deadline_hours",
      "feature_b": "student_wait_days",
      "correlation": -0.8574,
      "abs_correlation": 0.8574
    },
    {
      "feature_a": "deadline_hours",
      "feature_b": "prior_cases",
      "correlation": -0.7349,
      "abs_correlation": 0.7349
    },
    {
      "feature_a": "missing_payment",
      "feature_b": "student_wait_days",
      "correlation": 0.6381,
      "abs_correlation": 0.6381
    },
    {
      "feature_a": "missing_payment",
      "feature_b": "deadline_hours",
      "correlation": -0.6198,
      "abs_correlation": 0.6198
    },
    {
      "feature_a": "deadline_hours",
      "feature_b": "docs_attached",
      "correlation": 0.5648,
      "abs_correlation": 0.5648
    },
    {
      "feature_a": "docs_attached",
      "feature_b": "student_wait_days",
      "correlation": -0.493,
      "abs_correlation": 0.493
    },
    {
      "feature_a": "contains_policy_keyword",
      "feature_b": "student_wait_days",
      "correlation": 0.4441,
      "abs_correlation": 0.4441
    },
    {
      "feature_a": "docs_attached",
      "feature_b": "prior_cases",
      "correlation": -0.4345,
      "abs_correlation": 0.4345
    },
    {
      "feature_a": "prior_cases",
      "feature_b": "contains_policy_keyword",
      "correlation": 0.4312,
      "abs_correlation": 0.4312
    },
    {
      "feature_a": "missing_payment",
      "feature_b": "prior_cases",
      "correlation": 0.3587,
      "abs_correlation": 0.3587
    },
    {
      "feature_a": "missing_payment",
      "feature_b": "docs_attached",
      "correlation": -0.3145,
      "abs_correlation": 0.3145
    },
    {
      "feature_a": "deadline_hours",
      "feature_b": "contains_policy_keyword",
      "correlation": -0.3108,
      "abs_correlation": 0.3108
    },
    {
      "feature_a": "docs_attached",
      "feature_b": "contains_policy_keyword",
      "correlation": -0.3015,
      "abs_correlation": 0.3015
    },
    {
      "feature_a": "missing_payment",
      "feature_b": "contains_policy_keyword",
      "correlation": 0.2423,
      "abs_correlation": 0.2423
    }
  ],
  "stability": {
    "cases": 20,
    "top1_agreement": 0.9667
  },
  "counterfactuals": [
    {
      "case_id": "t001",
      "original_prediction": 1,
      "original_score": 0.859603,
      "target_prediction": 0,
      "best": {
        "changes": [
          {
            "missing_payment": 0
          }
        ],
        "description": "comprobar y resolver pago pendiente si procede",
        "after_score": 0.636915,
        "after_prediction": 0,
        "reaches_target": true
      },
      "candidates": [
        {
          "changes": [
            {
              "missing_payment": 0
            }
          ],
          "description": "comprobar y resolver pago pendiente si procede",
          "after_score": 0.636915,
          "after_prediction": 0,
          "reaches_target": true
        },
        {
          "changes": [
            {
              "docs_attached": 1
            },
            {
              "missing_payment": 0
            }
          ],
          "description": "pedir o adjuntar documentación completa + comprobar y resolver pago pendiente si procede",
          "after_score": 0.453138,
          "after_prediction": 0,
          "reaches_target": true
        },
        {
          "changes": [
            {
              "docs_attached": 1
            }
          ],
          "description": "pedir o adjuntar documentación completa",
          "after_score": 0.743073,
          "after_prediction": 1,
          "reaches_target": false
        }
      ]
    },
    {
      "case_id": "t002",
      "original_prediction": 0,
      "original_score": 0.010879,
      "target_prediction": 1,
      "best": {
        "changes": [
          {
            "docs_attached": 1
          }
        ],
        "description": "pedir o adjuntar documentación completa",
        "after_score": 0.010879,
        "after_prediction": 0,
        "reaches_target": false
      },
      "candidates": [
        {
          "changes": [
            {
              "docs_attached": 1
            }
          ],
          "description": "pedir o adjuntar documentación completa",
          "after_score": 0.010879,
          "after_prediction": 0,
          "reaches_target": false
        },
        {
          "changes": [
            {
              "missing_payment": 0
            }
          ],
          "description": "comprobar y resolver pago pendiente si procede",
          "after_score": 0.010879,
          "after_prediction": 0,
          "reaches_target": false
        },
        {
          "changes": [
            {
              "docs_attached": 1
            },
            {
              "missing_payment": 0
            }
          ],
          "description": "pedir o adjuntar documentación completa + comprobar y resolver pago pendiente si procede",
          "after_score": 0.010879,
          "after_prediction": 0,
          "reaches_target": false
        }
      ]
    },
    {
      "case_id": "t003",
      "original_prediction": 0,
      "original_score": 0.575909,
      "target_prediction": 1,
      "best": {
        "changes": [
          {
            "missing_payment": 0
          }
        ],
        "description": "comprobar y resolver pago pendiente si procede",
        "after_score": 0.280093,
        "after_prediction": 0,
        "reaches_target": false
      },
      "candidates": [
        {
          "changes": [
            {
              "missing_payment": 0
            }
          ],
          "description": "comprobar y resolver pago pendiente si procede",
          "after_score": 0.280093,
          "after_prediction": 0,
          "reaches_target": false
        },
        {
          "changes": [
            {
              "docs_attached": 1
            }
          ],
          "description": "pedir o adjuntar documentación completa",
          "after_score": 0.390788,
          "after_prediction": 0,
          "reaches_target": false
        },
        {
          "changes": [
            {
              "docs_attached": 1
            },
            {
              "missing_payment": 0
            }
          ],
          "description": "pedir o adjuntar documentación completa + comprobar y resolver pago pendiente si procede",
          "after_score": 0.155251,
          "after_prediction": 0,
          "reaches_target": false
        }
      ]
    },
    {
      "case_id": "t004",
      "original_prediction": 0,
      "original_score": 0.020714,
      "target_prediction": 1,
      "best": {
        "changes": [
          {
            "docs_attached": 1
          }
        ],
        "description": "pedir o adjuntar documentación completa",
        "after_score": 0.020714,
        "after_prediction": 0,
        "reaches_target": false
      },
      "candidates": [
        {
          "changes": [
            {
              "docs_attached": 1
            }
          ],
          "description": "pedir o adjuntar documentación completa",
          "after_score": 0.020714,
          "after_prediction": 0,
          "reaches_target": false
        },
        {
          "changes": [
            {
              "missing_payment": 0
            }
          ],
          "description": "comprobar y resolver pago pendiente si procede",
          "after_score": 0.020714,
          "after_prediction": 0,
          "reaches_target": false
        },
        {
          "changes": [
            {
              "docs_attached": 1
            },
            {
              "missing_payment": 0
            }
          ],
          "description": "pedir o adjuntar documentación completa + comprobar y resolver pago pendiente si procede",
          "after_score": 0.020714,
          "after_prediction": 0,
          "reaches_target": false
        }
      ]
    },
    {
      "case_id": "t005",
      "original_prediction": 1,
      "original_score": 0.822006,
      "target_prediction": 0,
      "best": {
        "changes": [
          {
            "missing_payment": 0
          }
        ],
        "description": "comprobar y resolver pago pendiente si procede",
        "after_score": 0.569546,
        "after_prediction": 0,
        "reaches_target": true
      },
      "candidates": [
        {
          "changes": [
            {
              "missing_payment": 0
            }
          ],
          "description": "comprobar y resolver pago pendiente si procede",
          "after_score": 0.569546,
          "after_prediction": 0,
          "reaches_target": true
        },
        {
          "changes": [
            {
              "docs_attached": 1
            },
            {
              "missing_payment": 0
            }
          ],
          "description": "pedir o adjuntar documentación completa + comprobar y resolver pago pendiente si procede",
          "after_score": 0.569546,
          "after_prediction": 0,
          "reaches_target": true
        },
        {
          "changes": [
            {
              "docs_attached": 1
            }
          ],
          "description": "pedir o adjuntar documentación completa",
          "after_score": 0.822006,
          "after_prediction": 1,
          "reaches_target": false
        }
      ]
    },
    {
      "case_id": "t006",
      "original_prediction": 0,
      "original_score": 0.024411,
      "target_prediction": 1,
      "best": {
        "changes": [
          {
            "docs_attached": 1
          }
        ],
        "description": "pedir o adjuntar documentación completa",
        "after_score": 0.011681,
        "after_prediction": 0,
        "reaches_target": false
      },
      "candidates": [
        {
          "changes": [
            {
              "docs_attached": 1
            }
          ],
          "description": "pedir o adjuntar documentación completa",
          "after_score": 0.011681,
          "after_prediction": 0,
          "reaches_target": false
        },
        {
          "changes": [
            {
              "missing_payment": 0
            }
          ],
          "description": "comprobar y resolver pago pendiente si procede",
          "after_score": 0.024411,
          "after_prediction": 0,
          "reaches_target": false
        },
        {
          "changes": [
            {
              "docs_attached": 1
            },
            {
              "missing_payment": 0
            }
          ],
          "description": "pedir o adjuntar documentación completa + comprobar y resolver pago pendiente si procede",
          "after_score": 0.011681,
          "after_prediction": 0,
          "reaches_target": false
        }
      ]
    },
    {
      "case_id": "t007",
      "original_prediction": 1,
      "original_score": 0.695508,
      "target_prediction": 0,
      "best": {
        "changes": [
          {
            "docs_attached": 1
          }
        ],
        "description": "pedir o adjuntar documentación completa",
        "after_score": 0.518991,
        "after_prediction": 0,
        "reaches_target": true
      },
      "candidates": [
        {
          "changes": [
            {
              "docs_attached": 1
            }
          ],
          "description": "pedir o adjuntar documentación completa",
          "after_score": 0.518991,
          "after_prediction": 0,
          "reaches_target": true
        },
        {
          "changes": [
            {
              "docs_attached": 1
            },
            {
              "missing_payment": 0
            }
          ],
          "description": "pedir o adjuntar documentación completa + comprobar y resolver pago pendiente si procede",
          "after_score": 0.518991,
          "after_prediction": 0,
          "reaches_target": true
        },
        {
          "changes": [
            {
              "missing_payment": 0
            }
          ],
          "description": "comprobar y resolver pago pendiente si procede",
          "after_score": 0.695508,
          "after_prediction": 1,
          "reaches_target": false
        }
      ]
    },
    {
      "case_id": "t008",
      "original_prediction": 0,
      "original_score": 0.006231,
      "target_prediction": 1,
      "best": {
        "changes": [
          {
            "docs_attached": 1
          }
        ],
        "description": "pedir o adjuntar documentación completa",
        "after_score": 0.006231,
        "after_prediction": 0,
        "reaches_target": false
      },
      "candidates": [
        {
          "changes": [
            {
              "docs_attached": 1
            }
          ],
          "description": "pedir o adjuntar documentación completa",
          "after_score": 0.006231,
          "after_prediction": 0,
          "reaches_target": false
        },
        {
          "changes": [
            {
              "missing_payment": 0
            }
          ],
          "description": "comprobar y resolver pago pendiente si procede",
          "after_score": 0.006231,
          "after_prediction": 0,
          "reaches_target": false
        },
        {
          "changes": [
            {
              "docs_attached": 1
            },
            {
              "missing_payment": 0
            }
          ],
          "description": "pedir o adjuntar documentación completa + comprobar y resolver pago pendiente si procede",
          "after_score": 0.006231,
          "after_prediction": 0,
          "reaches_target": false
        }
      ]
    },
    {
      "case_id": "t009",
      "original_prediction": 0,
      "original_score": 0.600608,
      "target_prediction": 1,
      "best": {
        "changes": [
          {
            "missing_payment": 0
          }
        ],
        "description": "comprobar y resolver pago pendiente si procede",
        "after_score": 0.301114,
        "after_prediction": 0,
        "reaches_target": false
      },
      "candidates": [
        {
          "changes": [
            {
              "missing_payment": 0
            }
          ],
          "description": "comprobar y resolver pago pendiente si procede",
          "after_score": 0.301114,
          "after_prediction": 0,
          "reaches_target": false
        },
        {
          "changes": [
            {
              "docs_attached": 1
            }
          ],
          "description": "pedir o adjuntar documentación completa",
          "after_score": 0.415324,
          "after_prediction": 0,
          "reaches_target": false
        },
        {
          "changes": [
            {
              "docs_attached": 1
            },
            {
              "missing_payment": 0
            }
          ],
          "description": "pedir o adjuntar documentación completa + comprobar y resolver pago pendiente si procede",
          "after_score": 0.169103,
          "after_prediction": 0,
          "reaches_target": false
        }
      ]
    },
    {
      "case_id": "t010",
      "original_prediction": 0,
      "original_score": 0.043107,
      "target_prediction": 1,
      "best": {
        "changes": [
          {
            "docs_attached": 1
          }
        ],
        "description": "pedir o adjuntar documentación completa",
        "after_score": 0.043107,
        "after_prediction": 0,
        "reaches_target": false
      },
      "candidates": [
        {
          "changes": [
            {
              "docs_attached": 1
            }
          ],
          "description": "pedir o adjuntar documentación completa",
          "after_score": 0.043107,
          "after_prediction": 0,
          "reaches_target": false
        },
        {
          "changes": [
            {
              "missing_payment": 0
            }
          ],
          "description": "comprobar y resolver pago pendiente si procede",
          "after_score": 0.043107,
          "after_prediction": 0,
          "reaches_target": false
        },
        {
          "changes": [
            {
              "docs_attached": 1
            },
            {
              "missing_payment": 0
            }
          ],
          "description": "pedir o adjuntar documentación completa + comprobar y resolver pago pendiente si procede",
          "after_score": 0.043107,
          "after_prediction": 0,
          "reaches_target": false
        }
      ]
    },
    {
      "case_id": "t011",
      "original_prediction": 1,
      "original_score": 0.961134,
      "target_prediction": 0,
      "best": {
        "changes": [
          {
            "missing_payment": 0
          }
        ],
        "description": "comprobar y resolver pago pendiente si procede",
        "after_score": 0.876316,
        "after_prediction": 1,
        "reaches_target": false
      },
      "candidates": [
        {
          "changes": [
            {
              "missing_payment": 0
            }
          ],
          "description": "comprobar y resolver pago pendiente si procede",
          "after_score": 0.876316,
          "after_prediction": 1,
          "reaches_target": false
        },
        {
          "changes": [
            {
              "docs_attached": 1
            }
          ],
          "description": "pedir o adjuntar documentación completa",
          "after_score": 0.921145,
          "after_prediction": 1,
          "reaches_target": false
        },
        {
          "changes": [
            {
              "docs_attached": 1
            },
            {
              "missing_payment": 0
            }
          ],
          "description": "pedir o adjuntar documentación completa + comprobar y resolver pago pendiente si procede",
          "after_score": 0.769945,
          "after_prediction": 1,
          "reaches_target": false
        }
      ]
    },
    {
      "case_id": "t012",
      "original_prediction": 0,
      "original_score": 0.002487,
      "target_prediction": 1,
      "best": {
        "changes": [
          {
            "docs_attached": 1
          }
        ],
        "description": "pedir o adjuntar documentación completa",
        "after_score": 0.002487,
        "after_prediction": 0,
        "reaches_target": false
      },
      "candidates": [
        {
          "changes": [
            {
              "docs_attached": 1
            }
          ],
          "description": "pedir o adjuntar documentación completa",
          "after_score": 0.002487,
          "after_prediction": 0,
          "reaches_target": false
        },
        {
          "changes": [
            {
              "missing_payment": 0
            }
          ],
          "description": "comprobar y resolver pago pendiente si procede",
          "after_score": 0.002487,
          "after_prediction": 0,
          "reaches_target": false
        },
        {
          "changes": [
            {
              "docs_attached": 1
            },
            {
              "missing_payment": 0
            }
          ],
          "description": "pedir o adjuntar documentación completa + comprobar y resolver pago pendiente si procede",
          "after_score": 0.002487,
          "after_prediction": 0,
          "reaches_target": false
        }
      ]
    },
    {
      "case_id": "t013",
      "original_prediction": 0,
      "original_score": 0.646571,
      "target_prediction": 1,
      "best": {
        "changes": [
          {
            "docs_attached": 1
          }
        ],
        "description": "pedir o adjuntar documentación completa",
        "after_score": 0.463565,
        "after_prediction": 0,
        "reaches_target": false
      },
      "candidates": [
        {
          "changes": [
            {
              "docs_attached": 1
            }
          ],
          "description": "pedir o adjuntar documentación completa",
          "after_score": 0.463565,
          "after_prediction": 0,
          "reaches_target": false
        },
        {
          "changes": [
            {
              "missing_payment": 0
            }
          ],
          "description": "comprobar y resolver pago pendiente si procede",
          "after_score": 0.646571,
          "after_prediction": 0,
          "reaches_target": false
        },
        {
          "changes": [
            {
              "docs_attached": 1
            },
            {
              "missing_payment": 0
            }
          ],
          "description": "pedir o adjuntar documentación completa + comprobar y resolver pago pendiente si procede",
          "after_score": 0.463565,
          "after_prediction": 0,
          "reaches_target": false
        }
      ]
    },
    {
      "case_id": "t014",
      "original_prediction": 0,
      "original_score": 0.037327,
      "target_prediction": 1,
      "best": {
        "changes": [
          {
            "docs_attached": 1
          }
        ],
        "description": "pedir o adjuntar documentación completa",
        "after_score": 0.017986,
        "after_prediction": 0,
        "reaches_target": false
      },
      "candidates": [
        {
          "changes": [
            {
              "docs_attached": 1
            }
          ],
          "description": "pedir o adjuntar documentación completa",
          "after_score": 0.017986,
          "after_prediction": 0,
          "reaches_target": false
        },
        {
          "changes": [
            {
              "missing_payment": 0
            }
          ],
          "description": "comprobar y resolver pago pendiente si procede",
          "after_score": 0.037327,
          "after_prediction": 0,
          "reaches_target": false
        },
        {
          "changes": [
            {
              "docs_attached": 1
            },
            {
              "missing_payment": 0
            }
          ],
          "description": "pedir o adjuntar documentación completa + comprobar y resolver pago pendiente si procede",
          "after_score": 0.017986,
          "after_prediction": 0,
          "reaches_target": false
        }
      ]
    },
    {
      "case_id": "t015",
      "original_prediction": 0,
      "original_score": 0.610639,
      "target_prediction": 1,
      "best": {
        "changes": [
          {
            "missing_payment": 0
          }
        ],
        "description": "comprobar y resolver pago pendiente si procede",
        "after_score": 0.310026,
        "after_prediction": 0,
        "reaches_target": false
      },
      "candidates": [
        {
          "changes": [
            {
              "missing_payment": 0
            }
          ],
          "description": "comprobar y resolver pago pendiente si procede",
          "after_score": 0.310026,
          "after_prediction": 0,
          "reaches_target": false
        },
        {
          "changes": [
            {
              "docs_attached": 1
            }
          ],
          "description": "pedir o adjuntar documentación completa",
          "after_score": 0.425557,
          "after_prediction": 0,
          "reaches_target": false
        },
        {
          "changes": [
            {
              "docs_attached": 1
            },
            {
              "missing_payment": 0
            }
          ],
          "description": "pedir o adjuntar documentación completa + comprobar y resolver pago pendiente si procede",
          "after_score": 0.175086,
          "after_prediction": 0,
          "reaches_target": false
        }
      ]
    },
    {
      "case_id": "t016",
      "original_prediction": 0,
      "original_score": 0.022096,
      "target_prediction": 1,
      "best": {
        "changes": [
          {
            "docs_attached": 1
          }
        ],
        "description": "pedir o adjuntar documentación completa",
        "after_score": 0.022096,
        "after_prediction": 0,
        "reaches_target": false
      },
      "candidates": [
        {
          "changes": [
            {
              "docs_attached": 1
            }
          ],
          "description": "pedir o adjuntar documentación completa",
          "after_score": 0.022096,
          "after_prediction": 0,
          "reaches_target": false
        },
        {
          "changes": [
            {
              "missing_payment": 0
            }
          ],
          "description": "comprobar y resolver pago pendiente si procede",
          "after_score": 0.022096,
          "after_prediction": 0,
          "reaches_target": false
        },
        {
          "changes": [
            {
              "docs_attached": 1
            },
            {
              "missing_payment": 0
            }
          ],
          "description": "pedir o adjuntar documentación completa + comprobar y resolver pago pendiente si procede",
          "after_score": 0.022096,
          "after_prediction": 0,
          "reaches_target": false
        }
      ]
    },
    {
      "case_id": "t017",
      "original_prediction": 0,
      "original_score": 0.596764,
      "target_prediction": 1,
      "best": {
        "changes": [
          {
            "missing_payment": 0
          }
        ],
        "description": "comprobar y resolver pago pendiente si procede",
        "after_score": 0.297757,
        "after_prediction": 0,
        "reaches_target": false
      },
      "candidates": [
        {
          "changes": [
            {
              "missing_payment": 0
            }
          ],
          "description": "comprobar y resolver pago pendiente si procede",
          "after_score": 0.297757,
          "after_prediction": 0,
          "reaches_target": false
        },
        {
          "changes": [
            {
              "docs_attached": 1
            }
          ],
          "description": "pedir o adjuntar documentación completa",
          "after_score": 0.596764,
          "after_prediction": 0,
          "reaches_target": false
        },
        {
          "changes": [
            {
              "docs_attached": 1
            },
            {
              "missing_payment": 0
            }
          ],
          "description": "pedir o adjuntar documentación completa + comprobar y resolver pago pendiente si procede",
          "after_score": 0.297757,
          "after_prediction": 0,
          "reaches_target": false
        }
      ]
    },
    {
      "case_id": "t018",
      "original_prediction": 0,
      "original_score": 0.024033,
      "target_prediction": 1,
      "best": {
        "changes": [
          {
            "docs_attached": 1
          }
        ],
        "description": "pedir o adjuntar documentación completa",
        "after_score": 0.024033,
        "after_prediction": 0,
        "reaches_target": false
      },
      "candidates": [
        {
          "changes": [
            {
              "docs_attached": 1
            }
          ],
          "description": "pedir o adjuntar documentación completa",
          "after_score": 0.024033,
          "after_prediction": 0,
          "reaches_target": false
        },
        {
          "changes": [
            {
              "missing_payment": 0
            }
          ],
          "description": "comprobar y resolver pago pendiente si procede",
          "after_score": 0.024033,
          "after_prediction": 0,
          "reaches_target": false
        },
        {
          "changes": [
            {
              "docs_attached": 1
            },
            {
              "missing_payment": 0
            }
          ],
          "description": "pedir o adjuntar documentación completa + comprobar y resolver pago pendiente si procede",
          "after_score": 0.024033,
          "after_prediction": 0,
          "reaches_target": false
        }
      ]
    },
    {
      "case_id": "t019",
      "original_prediction": 1,
      "original_score": 0.779026,
      "target_prediction": 0,
      "best": {
        "changes": [
          {
            "docs_attached": 1
          }
        ],
        "description": "pedir o adjuntar documentación completa",
        "after_score": 0.624806,
        "after_prediction": 0,
        "reaches_target": true
      },
      "candidates": [
        {
          "changes": [
            {
              "docs_attached": 1
            }
          ],
          "description": "pedir o adjuntar documentación completa",
          "after_score": 0.624806,
          "after_prediction": 0,
          "reaches_target": true
        },
        {
          "changes": [
            {
              "docs_attached": 1
            },
            {
              "missing_payment": 0
            }
          ],
          "description": "pedir o adjuntar documentación completa + comprobar y resolver pago pendiente si procede",
          "after_score": 0.624806,
          "after_prediction": 0,
          "reaches_target": true
        },
        {
          "changes": [
            {
              "missing_payment": 0
            }
          ],
          "description": "comprobar y resolver pago pendiente si procede",
          "after_score": 0.779026,
          "after_prediction": 1,
          "reaches_target": false
        }
      ]
    },
    {
      "case_id": "t020",
      "original_prediction": 0,
      "original_score": 0.008577,
      "target_prediction": 1,
      "best": {
        "changes": [
          {
            "docs_attached": 1
          }
        ],
        "description": "pedir o adjuntar documentación completa",
        "after_score": 0.008577,
        "after_prediction": 0,
        "reaches_target": false
      },
      "candidates": [
        {
          "changes": [
            {
              "docs_attached": 1
            }
          ],
          "description": "pedir o adjuntar documentación completa",
          "after_score": 0.008577,
          "after_prediction": 0,
          "reaches_target": false
        },
        {
          "changes": [
            {
              "missing_payment": 0
            }
          ],
          "description": "comprobar y resolver pago pendiente si procede",
          "after_score": 0.008577,
          "after_prediction": 0,
          "reaches_target": false
        },
        {
          "changes": [
            {
              "docs_attached": 1
            },
            {
              "missing_payment": 0
            }
          ],
          "description": "pedir o adjuntar documentación completa + comprobar y resolver pago pendiente si procede",
          "after_score": 0.008577,
          "after_prediction": 0,
          "reaches_target": false
        }
      ]
    }
  ],
  "data_hash_sha256": "ec7bf55279ff3c6a3f93510b638fea374eff27577425cdcb76b5ba103c7af20e",
  "policy_hash_sha256": "9b16a2f2b078e25f87522702c9719026bb360230f40afe06ec8ad137f05aadba",
  "audit_checks": [
    {
      "name": "deletion_top_feature_drop",
      "passes": true,
      "detail": {
        "max_drop": 0.444993,
        "minimum": 0.08
      }
    },
    {
      "name": "permutation_importance_drop",
      "passes": true,
      "detail": {
        "max_drop": 0.25,
        "minimum": 0.03
      }
    },
    {
      "name": "stability_top1",
      "passes": true,
      "detail": {
        "top1_agreement": 0.9667,
        "minimum": 0.7
      }
    },
    {
      "name": "counterfactual_available",
      "passes": true,
      "detail": "al menos un caso tiene contrafactual accionable que cambia la decisión"
    },
    {
      "name": "comprehensiveness_top2",
      "passes": true,
      "detail": {
        "average": 0.210094,
        "minimum": 0.12
      }
    },
    {
      "name": "sufficiency_top2",
      "passes": true,
      "detail": {
        "average": 0.063245,
        "maximum": 0.2
      }
    },
    {
      "name": "feature_proxy_scan",
      "passes": true,
      "detail": {
        "max_abs_correlation": 0.8837,
        "maximum": 0.9,
        "top_pair": {
          "feature_a": "prior_cases",
          "feature_b": "student_wait_days",
          "correlation": 0.8837,
          "abs_correlation": 0.8837
        }
      }
    }
  ]
}
