{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007122367,0.0001029552,0.0002171557,0.0002927168,0.000595073,0.0000304725,0.0006327525,0.0001009649,0.0003739963],"category_scores_gemma":[0.0002917148,0.00007949074,0.0001514293,0.0007707728,0.0001659062,0.0003336338,0.0000124384,0.0004898747,0.00001356142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001888021,"about_ca_system_score_gemma":0.002964558,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1957452,"about_ca_topic_score_gemma":0.7430205,"domain_scores_codex":[0.997328,0.0007592649,0.0007869251,0.00009191702,0.0004938828,0.0005399743],"domain_scores_gemma":[0.9981404,0.00008612916,0.000994268,0.0002006536,0.0001445302,0.0004339994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001429601,0.00002745631,0.9798206,0.00001344436,0.00001682672,6.444923e-7,0.003458518,0.00001558436,0.000003732512,0.01169409,0.003584544,0.001350275],"study_design_scores_gemma":[0.0002352416,0.00004602173,0.9388521,0.0002456965,0.00003494579,0.000003605452,0.01963409,0.000001288837,0.000004644737,0.03891106,0.001899328,0.0001320282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796164,0.005431648,0.00003447825,0.006890567,0.004245906,0.0001272428,0.000008616682,0.00000344081,0.003641706],"genre_scores_gemma":[0.9965384,0.001006693,0.001265581,0.0001521411,0.0009366373,0.000001605214,2.809998e-7,0.000008475178,0.00009017973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5472753,"threshold_uncertainty_score":0.8096104,"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."}}