{"id":"W3001236633","doi":"10.1016/j.psychres.2020.112805","title":"Predictors of emergency department visits for suicidal ideation and suicide attempt","year":2020,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Douglas Mental Health University Institute; McGill University","funders":"Fonds de Recherche du Québec - Santé","keywords":"Suicidal ideation; Emergency department; Psychiatry; Medicine; Suicide attempt; Suicide prevention; Psychological intervention; Poison control; Ambulatory care; Ambulatory; Personality disorders; Health care; Emergency medicine; Psychology; Personality; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0007304645,0.0001489711,0.0002645209,0.0001418684,0.0002116624,0.00001373305,0.0002135889,0.00009889466,0.0005574166],"category_scores_gemma":[0.0001783436,0.0001368412,0.00009887164,0.0004150657,0.00006946401,0.00006613415,0.0001063316,0.0002207241,0.00007556654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001796603,"about_ca_system_score_gemma":0.00005661973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001614808,"about_ca_topic_score_gemma":0.0002382579,"domain_scores_codex":[0.9979612,0.0002002793,0.0004316507,0.0004684211,0.0004354286,0.000503057],"domain_scores_gemma":[0.9989768,0.0002422409,0.00008268342,0.0002513789,0.0002604396,0.0001864159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005146591,0.0001266767,0.9168335,0.0001470434,0.0002788188,0.000001396393,0.001672813,0.000001718275,0.0005795597,0.003388275,0.07569922,0.0007563205],"study_design_scores_gemma":[0.001507358,0.001540872,0.9857411,0.000008726201,0.00007009486,0.000002272641,0.00264083,0.00008446462,0.0002365988,0.003127781,0.004833758,0.0002061085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778472,0.006347833,0.0002861845,0.009779258,0.001272245,0.0009910053,0.00009457923,0.00005142813,0.00333033],"genre_scores_gemma":[0.9977516,0.0001844196,0.0003729006,0.000183431,0.0007378922,0.0002562946,0.0000346706,0.00003077157,0.0004480296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07086546,"threshold_uncertainty_score":0.6103321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1292581632381476,"score_gpt":0.43134606818388,"score_spread":0.3020879049457323,"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."}}