{"id":"W2936477518","doi":"10.1192/bjb.2019.26","title":"Effects of patient suicide on psychiatrists: survey of experiences and support required","year":2019,"lang":"en","type":"article","venue":"BJPsych Bulletin","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Medicine; Emotional support; Clinical Practice; Suicide prevention; Psychiatry; Family medicine; Social support; Psychology; Poison control; Medical emergency; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00219681,0.0001500317,0.0002332775,0.0007930272,0.001298848,0.0009854265,0.000312435,0.0006627969,0.001665824],"category_scores_gemma":[0.01658278,0.0003431395,0.0002598887,0.0005344427,0.0006858772,0.000626476,0.001380764,0.001097101,0.0003238546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000995653,"about_ca_system_score_gemma":0.001479222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004275071,"about_ca_topic_score_gemma":0.01038006,"domain_scores_codex":[0.9971123,0.001742069,0.0002130914,0.00008747032,0.000476466,0.0003686834],"domain_scores_gemma":[0.9853875,0.004185955,0.005631409,0.0002893078,0.00150543,0.003000376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001751923,0.0002151979,0.9489263,0.0001116395,0.00005417533,0.0006448265,0.03344485,0.00006358055,0.0004558895,0.00008335893,0.00190484,0.01392009],"study_design_scores_gemma":[0.00002501261,0.000620764,0.9026412,0.000104226,0.00002716197,0.001542851,0.08885389,0.0001155537,0.0001657047,0.000057912,0.005815859,0.00002993692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997941,0.0002302533,0.00003284376,0.000620149,0.00001310137,0.00001383422,0.00007458424,0.000002598875,0.001071572],"genre_scores_gemma":[0.9987234,0.0003302008,0.00009324709,0.0003477353,0.00001725074,0.00002358863,0.00008180468,0.000002098702,0.0003806201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004275071,"threshold_uncertainty_score":0.01161796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01950807244288584,"score_gpt":0.2990176367312222,"score_spread":0.2795095642883364,"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."}}