{"id":"W2301614974","doi":"10.1177/0706743715625943","title":"Forty-Five Years of Civil Litigation Against Canadian Psychiatrists: An Empirical Pilot Study","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Royal University Hospital","funders":"","keywords":"Psychology; Psychiatry; Medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01165573,0.0005252591,0.000758105,0.008951676,0.02257818,0.005921807,0.003015903,0.002194663,0.003902118],"category_scores_gemma":[0.05384493,0.001189324,0.0005643511,0.01087827,0.006897,0.003313934,0.004695595,0.003159677,0.0004433934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07850944,"about_ca_system_score_gemma":0.09581384,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8433229,"about_ca_topic_score_gemma":0.941201,"domain_scores_codex":[0.9862619,0.002438404,0.001062206,0.0009648157,0.006186645,0.003086081],"domain_scores_gemma":[0.9419234,0.0186153,0.01696741,0.0009953014,0.01623644,0.005262065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001143891,0.0004481825,0.1642519,0.0004495353,0.00002693543,0.003906159,0.8077322,0.00007717083,0.0002261897,0.001358449,0.004448625,0.01696021],"study_design_scores_gemma":[0.00001305507,0.0001415239,0.2065335,0.0005557645,0.00002327526,0.0007879404,0.780191,0.0001567899,0.0001398539,0.0001505994,0.01124351,0.00006331026],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935058,0.0007986595,0.00009714513,0.00115027,0.00002516628,0.0003381756,0.0002911488,0.000004125438,0.003789441],"genre_scores_gemma":[0.9940644,0.002016728,0.0003962893,0.0007030029,0.00003535681,0.0002773477,0.0003310461,0.000009060017,0.002166774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1566771,"threshold_uncertainty_score":0.5696285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06852265007496583,"score_gpt":0.4059548954182788,"score_spread":0.337432245343313,"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."}}