{"id":"W4391521253","doi":"10.1016/j.encep.2023.11.017","title":"Short-term effects of a simulation-based training program on suicide risk assessment and intervention for first-year psychiatry residents","year":2024,"lang":"en","type":"article","venue":"L Encéphale","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Agence Régionale de Santé Île-de-France; Ministry of Health","keywords":"Debriefing; Psychological intervention; Intervention (counseling); Suicidal ideation; Mental health; Psychology; Session (web analytics); Suicide prevention; Medicine; Psychiatry; Poison control; Medical education; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0008403963,0.0005427537,0.0006993319,0.0003846933,0.0006773795,0.0003892172,0.0007295082,0.0008692449,0.00310869],"category_scores_gemma":[0.003490337,0.000346517,0.0005712795,0.0002239515,0.0003388685,0.0003238404,0.0008624484,0.001053371,0.0002659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009532965,"about_ca_system_score_gemma":0.00263836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00865778,"about_ca_topic_score_gemma":0.01414063,"domain_scores_codex":[0.9996325,0.0001350636,0.00002325739,0.00004513506,0.00003376406,0.0001303903],"domain_scores_gemma":[0.9973653,0.0005541512,0.0001987875,0.0001042748,0.0001560307,0.001621498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1829576,0.5603523,0.04197939,0.0005890193,0.0005871267,0.0003079315,0.001812447,0.005126669,0.004170861,0.000149684,0.002027022,0.1999398],"study_design_scores_gemma":[0.05237594,0.5502568,0.3787425,0.0002979253,0.0008530426,0.0001497751,0.002089061,0.009948571,0.003290291,0.000220804,0.001655936,0.0001193599],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995134,0.00004421131,0.00002991464,0.00005280599,0.00002190486,0.00009762171,0.00002507039,0.000009566284,0.0002055483],"genre_scores_gemma":[0.9987137,0.0001055145,0.0003079686,0.00005332454,0.00002553516,0.0002482987,0.00008358446,0.000001392371,0.0004607969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00865778,"threshold_uncertainty_score":0.01721478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0425155787814914,"score_gpt":0.4078976545289204,"score_spread":0.365382075747429,"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."}}