{"id":"W2020894389","doi":"10.1192/bjp.183.1.28","title":"Attendance at the accident and emergency department in the year before suicide: Retrospective study","year":2003,"lang":"en","type":"article","venue":"The British Journal of Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":271,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Attendance; Medicine; Mental health; Accident and emergency; Medical emergency; Harm; Confidentiality; Suicide prevention; Quarter (Canadian coin); Occupational safety and health; Emergency department; Poison control; Psychiatry; Family medicine; Psychology; Geography; Computer security","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001903869,0.0001499982,0.0002580892,0.00003610083,0.0007158578,0.00008305917,0.0004454515,0.00004289149,0.000535982],"category_scores_gemma":[0.00007388768,0.00008394992,0.0001328194,0.000251105,0.0001110565,0.00007165685,0.00006301716,0.0005442646,0.00003270739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005903121,"about_ca_system_score_gemma":0.00003229504,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004125268,"about_ca_topic_score_gemma":0.02612685,"domain_scores_codex":[0.9978661,0.0007088981,0.0005414466,0.0001979775,0.000385257,0.0003003064],"domain_scores_gemma":[0.9991494,0.00007618831,0.0003251825,0.0003213042,0.00008670731,0.00004125715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000073835,0.000343345,0.9507678,0.000002229302,0.0002474877,0.0001090152,0.006183976,0.000001507603,0.000001129132,0.001193571,0.0404402,0.0006359746],"study_design_scores_gemma":[0.001079896,0.0004179484,0.9530108,0.00001713732,0.0001116047,0.001816289,0.03548952,1.163999e-7,0.00000103434,0.007206867,0.0007603928,0.00008842253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632074,0.02673086,0.000004397896,0.003777829,0.002171812,0.0004480551,0.000006853759,0.000005747041,0.003647098],"genre_scores_gemma":[0.9974763,0.0008434681,0.00003197323,0.0005280926,0.000361145,0.00002927609,4.833294e-7,0.00001748471,0.0007117211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0396798,"threshold_uncertainty_score":0.9916438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01794600581157595,"score_gpt":0.3092198898381667,"score_spread":0.2912738840265908,"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."}}