{"id":"W2341785264","doi":"10.1177/0706743716645287","title":"Clinician Prediction of Future Suicide Attempts","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health; University of Manitoba","funders":"","keywords":"Medicine; Receiver operating characteristic; Logistic regression; Scale (ratio); Risk assessment; Suicide prevention; Injury prevention; Poison control; Psychiatry; Emergency medicine; Internal medicine","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":[0.00370899,0.0003172534,0.0003643387,0.001255651,0.000204704,0.0006369863,0.0003428947,0.0004158167,0.002101],"category_scores_gemma":[0.02532087,0.0002067739,0.0003177423,0.0006663107,0.0001938358,0.0005517575,0.0006462054,0.0005373547,0.0007881142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005230114,"about_ca_system_score_gemma":0.00104374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005668717,"about_ca_topic_score_gemma":0.008040714,"domain_scores_codex":[0.9974778,0.001190725,0.0003119986,0.0002776043,0.0006308751,0.0001108702],"domain_scores_gemma":[0.9849185,0.005773081,0.004484062,0.0004954637,0.003573904,0.0007549586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007813473,0.00003638589,0.9876696,0.00003988247,0.00003328354,0.00003994654,0.0001263106,0.0002437289,0.00008369493,0.00001987398,0.00101425,0.01061487],"study_design_scores_gemma":[0.00003792737,0.0002926659,0.9903014,0.0001296026,0.00004375082,0.0005587864,0.0004050135,0.006674669,0.0002713349,0.0001559229,0.001115251,0.00001371243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907817,0.0007445361,0.002385756,0.000767165,0.00005770201,0.0001398151,0.001467291,0.00009400072,0.003561978],"genre_scores_gemma":[0.9965872,0.0002767418,0.002045822,0.00008210736,0.00002841023,0.00004343618,0.0006084141,0.000003874297,0.0003239373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005668717,"threshold_uncertainty_score":0.01961523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03194814045759101,"score_gpt":0.2999148785051475,"score_spread":0.2679667380475565,"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."}}