{
  "model": "qwen3.6:27b",
  "prompt_version": "suicide-screen-v1.4-one-record-labels",
  "screening_mode": "Sequential: exactly one bibliographic record per Ollama request",
  "input_file": "/Users/beperron/Desktop/DataAnalysis/suicide_papers/all_suicide_papers.json",
  "input_records": 2034,
  "screened_records": 2034,
  "relevant_records": 1331,
  "irrelevant_records": 703,
  "title_only_records": 62,
  "evidence_class_counts_among_relevant": {
    "Non-empirical": 171,
    "Empirical": 1160
  },
  "empirical_method_counts": {
    "Quantitative": 915,
    "Qualitative": 180,
    "Review": 65
  },
  "completed_at": "2026-08-02T19:08:46.537491+00:00",
  "accuracy_audit": {
    "audit_version": "stratified-blind-audit-v1.0",
    "model": "qwen3.6:27b",
    "method": "Reproducible stratified random sample; blind one-record rescreen; thinking-mode adjudication of every disagreement",
    "random_seed": 20260802,
    "sample_per_group": 20,
    "total_sampled": 100,
    "group_statistics": {
      "Irrelevant": {
        "sampled": 20,
        "full_label_agreements": 18,
        "full_label_agreement_rate": 0.9
      },
      "Relevant Non-empirical": {
        "sampled": 20,
        "full_label_agreements": 19,
        "full_label_agreement_rate": 0.95
      },
      "Quantitative": {
        "sampled": 20,
        "full_label_agreements": 19,
        "full_label_agreement_rate": 0.95
      },
      "Qualitative": {
        "sampled": 20,
        "full_label_agreements": 16,
        "full_label_agreement_rate": 0.8
      },
      "Review": {
        "sampled": 20,
        "full_label_agreements": 20,
        "full_label_agreement_rate": 1.0
      }
    },
    "full_label_agreements": 92,
    "full_label_agreement_rate": 0.92,
    "disagreements_adjudicated": 8,
    "sampled_records_corrected_after_adjudication": 6,
    "completed_at": "2026-08-02T19:39:00.981392+00:00"
  },
  "accuracy_audit_version": "stratified-blind-audit-v1.0",
  "accuracy_audit_random_seed": 20260802,
  "accuracy_audit_sample_size": 20,
  "accuracy_audit_completed_at": "2026-08-02T19:39:00.988172+00:00",
  "independent_manual_spot_check": {
    "method": "Independent manual inspection of title and full abstract against the prespecified rubric",
    "random_seed": 20260803,
    "excluded_prior_model_audit_records": 100,
    "sample_per_group": 4,
    "total_sampled": 20,
    "agreements": 18,
    "agreement_rate": 0.9,
    "records_corrected": 2,
    "group_statistics": {
      "Irrelevant": {
        "sampled": 4,
        "agreements": 3,
        "agreement_rate": 0.75
      },
      "Relevant Non-empirical": {
        "sampled": 4,
        "agreements": 4,
        "agreement_rate": 1.0
      },
      "Quantitative": {
        "sampled": 4,
        "agreements": 4,
        "agreement_rate": 1.0
      },
      "Qualitative": {
        "sampled": 4,
        "agreements": 3,
        "agreement_rate": 0.75
      },
      "Review": {
        "sampled": 4,
        "agreements": 4,
        "agreement_rate": 1.0
      }
    },
    "completed_at": "2026-08-02T19:42:14.498416+00:00"
  }
}
