{"id":"W2971083987","doi":"10.1080/10437797.2019.1656590","title":"Teaching Note—Enhancing Social Work Education in Mental Health, Addictions, and Suicide Risk Assessment","year":2019,"lang":"en","type":"article","venue":"Journal of Social Work Education","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Mental health; Social work; General partnership; Workforce; Competence (human resources); Psychology; Addiction; Medical education; Nursing; Medicine; Psychiatry; Social psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001573788,0.0001723189,0.0004128555,0.0005112301,0.0008985852,0.00006382194,0.00008038117,0.0001725704,0.0002780398],"category_scores_gemma":[0.0001450125,0.0001843973,0.0001177896,0.0008251783,0.0000405398,0.0003340511,0.00001631076,0.001061304,0.00002004355],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002909653,"about_ca_system_score_gemma":0.008680406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004469551,"about_ca_topic_score_gemma":0.0000420346,"domain_scores_codex":[0.9975385,0.0004369331,0.001018498,0.0002261756,0.0004988264,0.0002810726],"domain_scores_gemma":[0.9976988,0.0002496541,0.001231192,0.0001232867,0.0004938713,0.0002031551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000159234,0.0007211917,0.8006244,0.0001362999,0.00003330153,1.920534e-7,0.03167175,0.00002211376,0.0000613385,0.0005531253,0.01141405,0.154603],"study_design_scores_gemma":[0.0007967596,0.000128951,0.9566364,0.0007070629,0.00005291742,0.00001649925,0.03413707,0.00001982113,0.00001043903,0.000472511,0.006885428,0.0001361867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.925051,0.0009206636,0.000112938,0.06842945,0.004087833,0.0007015857,0.000004585884,0.00001893144,0.0006730169],"genre_scores_gemma":[0.9898623,0.00007296657,0.004363103,0.001507766,0.002949009,0.00002658718,0.00009289206,0.00003350384,0.001091841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1560119,"threshold_uncertainty_score":0.9969395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01368479764940591,"score_gpt":0.4055489593300111,"score_spread":0.3918641616806052,"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."}}