{"id":"W2169099620","doi":"10.1176/appi.ps.201300129","title":"Responses of Health Care Institutions to Staff Suicides","year":2013,"lang":"en","type":"review","venue":"Psychiatric Services","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"PsycINFO; Mental health; Burnout; Scopus; Medicine; MEDLINE; Psychological intervention; Health care; Suicide prevention; Family medicine; Poison control; Psychiatry; Nursing; Medical emergency; Political science; Clinical psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001204544,0.0007238496,0.003233123,0.001196993,0.001710915,0.00002247994,0.001107776,0.0008771013,0.0005481023],"category_scores_gemma":[0.0001237384,0.0005205497,0.0005164379,0.00181647,0.00005548096,0.0002121043,0.0004786013,0.001451326,0.001523378],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000492442,"about_ca_system_score_gemma":0.0105815,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01135011,"about_ca_topic_score_gemma":0.002360878,"domain_scores_codex":[0.9906075,0.003275997,0.003346873,0.0008552427,0.0006905574,0.001223801],"domain_scores_gemma":[0.9937092,0.001284407,0.002423636,0.001207065,0.0007436147,0.0006320506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002262889,0.0001197274,0.0006310807,0.2476688,0.00009144175,0.000001162042,0.003300444,4.075526e-7,4.311339e-8,0.001411769,0.005821072,0.7409314],"study_design_scores_gemma":[0.000221449,0.0002169874,0.0002351072,0.04792715,0.0001894574,0.000001921912,0.01043153,4.466842e-7,3.970444e-8,0.00005305659,0.9403168,0.0004060844],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000255014,0.9831036,0.00003482159,0.002486946,0.00420513,0.005712876,0.001240835,0.0001763254,0.002784505],"genre_scores_gemma":[0.0001304062,0.9907275,0.002843918,0.001770554,0.001040964,0.001692336,0.0004969242,0.0001096801,0.001187645],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9344957,"threshold_uncertainty_score":0.9997246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1663571651973971,"score_gpt":0.5278327550929879,"score_spread":0.3614755898955908,"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."}}