{"id":"W92539447","doi":"10.1177/070674371205700607","title":"Quality of Resident Violence Risk Assessments in Psychiatric Emergency Settings","year":2012,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Waypoint Centre for Mental Health Care; Centre for Addiction and Mental Health; University of Toronto","funders":"","keywords":"Suicidal ideation; Psychiatry; Mental health; Suicide prevention; Medicine; Occupational safety and health; Poison control; Risk assessment; Injury prevention; Human factors and ergonomics; Psychology; Clinical psychology; Medical emergency","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":[0.004482961,0.0001974588,0.0002871214,0.0005308588,0.0003975137,0.0007043915,0.0003769791,0.000279469,0.001376981],"category_scores_gemma":[0.04599208,0.0002320848,0.0002228662,0.0004372894,0.0005077968,0.0004666401,0.001163241,0.0003553846,0.000219807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008690672,"about_ca_system_score_gemma":0.001003665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005537677,"about_ca_topic_score_gemma":0.006587546,"domain_scores_codex":[0.9953049,0.002206775,0.0006038651,0.0002392001,0.001259841,0.0003854689],"domain_scores_gemma":[0.9748946,0.00601183,0.01150676,0.0008599714,0.004738685,0.001988216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001703487,0.00006234933,0.9782285,0.00008510659,0.00005458828,0.0001044771,0.002512092,0.0001526313,0.0002052469,0.00001711945,0.0004829591,0.0179245],"study_design_scores_gemma":[0.000007144857,0.0003333414,0.9952302,0.00004839616,0.00001281234,0.0003258469,0.002935575,0.0003506358,0.0002385293,0.00001916209,0.0004873522,0.00001107486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988532,0.0002107726,0.0001614557,0.0001466042,0.00001019273,0.0000114606,0.00007414716,0.00001012404,0.0005218728],"genre_scores_gemma":[0.9996563,0.00005833801,0.0001232519,0.0000202342,0.00000504188,0.000005019384,0.00005326056,0.000001364213,0.00007725643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005537677,"threshold_uncertainty_score":0.0237084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02882113470975388,"score_gpt":0.36230396119367,"score_spread":0.3334828264839161,"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."}}