{"id":"W2068342395","doi":"10.1177/146642400012000212","title":"Lessons to be learned: a case study approach","year":2000,"lang":"en","type":"article","venue":"The Journal of the Royal Society for the Promotion of Health","topic":"Poisoning and overdose treatments","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Atropine; Physostigmine; Urine; Medicine; Anesthesia; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001672482,0.002545678,0.00122246,0.003381605,0.004644499,0.002919129,0.003355867,0.01043846,0.01091002],"category_scores_gemma":[0.007188824,0.0008082141,0.00101645,0.001689864,0.002300729,0.005065314,0.003075514,0.004162109,0.002743538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002525595,"about_ca_system_score_gemma":0.002196718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004297514,"about_ca_topic_score_gemma":0.007680459,"domain_scores_codex":[0.9981751,0.0007642096,0.0002054264,0.0002727959,0.0002027006,0.0003797714],"domain_scores_gemma":[0.9978307,0.000694636,0.0002711301,0.0001348502,0.0003242271,0.0007444755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006630442,0.000586463,0.009704545,0.0003046503,0.00002486093,0.9620759,0.003631085,0.0001651434,0.0004175015,0.001657716,0.007873709,0.01349209],"study_design_scores_gemma":[0.00003297754,0.0001003553,0.001852341,0.0002613274,0.00001744963,0.9773487,0.008406662,0.0002247504,0.0001415099,0.002492765,0.009078234,0.00004300869],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6671044,0.06383524,0.02440701,0.1299635,0.009267665,0.003315682,0.001184261,0.000566194,0.1003561],"genre_scores_gemma":[0.8899476,0.0394249,0.01532176,0.02285195,0.008857849,0.0008576054,0.0004266866,0.000144618,0.02216695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01091002,"threshold_uncertainty_score":0.03649759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1047661623895035,"score_gpt":0.3820528365270398,"score_spread":0.2772866741375363,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}