{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001284359,0.0003849436,0.0004817717,0.001176078,0.0007852872,0.001195894,0.0006060154,0.001319547,0.005168064],"category_scores_gemma":[0.01295263,0.0006023449,0.001430031,0.001262941,0.0004388941,0.000903353,0.0008425986,0.002762178,0.0003562538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000420863,"about_ca_system_score_gemma":0.001216091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007733053,"about_ca_topic_score_gemma":0.0109842,"domain_scores_codex":[0.9989366,0.0004574474,0.0001506415,0.00009930454,0.0001482502,0.0002077123],"domain_scores_gemma":[0.9882908,0.005135829,0.00357986,0.0006251916,0.0007860205,0.001582304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001004915,0.00006976364,0.9987589,0.00001260765,0.00007668052,0.00006075169,0.00007545421,0.00002255902,0.00002509413,0.00001848732,0.0001081212,0.0006709952],"study_design_scores_gemma":[0.000008627312,0.00008592797,0.9988441,0.00001968298,0.00006117474,0.0002271929,0.0004767738,0.0001413735,0.00001398795,0.00003843644,0.00007862696,0.000004020165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972509,0.0009572629,0.00006440478,0.000302228,0.00002808661,0.00001192853,0.0002963095,0.000005825091,0.001083141],"genre_scores_gemma":[0.998978,0.0003501424,0.00009505733,0.00006366298,0.00004655467,0.000009152961,0.0001937986,0.000003675375,0.0002597931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007733053,"threshold_uncertainty_score":0.01728886,"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."}}