{"id":"W4390614566","doi":"10.1177/07067437231223328","title":"A Retrospective Cohort Analysis of Mental Health-Related Emergency Department Visits Among Veterans and Non-Veterans Residing in Ontario, Canada: Une analyse de cohorte rétrospective des visites au service d’urgence liées à la santé mentale parmi les vétérans et non-vétérans résidant en Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Centre for Addiction and Mental Health; Institute for Work & Health; Public Health Ontario; Dalhousie University; University of Toronto","funders":"Philanthropic Educational Organization","keywords":"Medicine; Hazard ratio; Retrospective cohort study; Emergency department; Demography; Mental health; Cohort; Health care; Emergency medicine; Gerontology; Family medicine; Confidence interval; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001165517,0.0004531242,0.0005221335,0.001485455,0.001774813,0.001250336,0.001094823,0.0004033596,0.001231464],"category_scores_gemma":[0.002197409,0.0006478605,0.0009919561,0.003749861,0.0006422459,0.0004452819,0.0008502067,0.0005380638,0.0001811419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01046392,"about_ca_system_score_gemma":0.01256102,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9635054,"about_ca_topic_score_gemma":0.9658573,"domain_scores_codex":[0.9987727,0.00009987362,0.0001219383,0.0002846245,0.0003754989,0.0003453002],"domain_scores_gemma":[0.9977834,0.0001602792,0.0006537893,0.0002191635,0.0007842336,0.0003991353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006397146,0.00001162747,0.9987395,0.00001568756,0.00007074501,0.00004444882,0.0001945441,0.00002892205,0.00007609175,0.00001862512,0.0001862536,0.0005496158],"study_design_scores_gemma":[0.00000867659,0.00002534155,0.9990656,0.00001311261,0.00003540277,0.00004385873,0.0003550122,0.0001142824,0.00001903594,0.000005218598,0.0003105268,0.000003952974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950152,0.0004165035,0.0001735734,0.00005559513,0.000007739623,0.00007453327,0.003849909,0.000006289942,0.0004007284],"genre_scores_gemma":[0.9967944,0.0003087143,0.0001757328,0.00004604655,0.000005201171,0.00004585705,0.002196331,0.000003427492,0.0004243221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03649455,"threshold_uncertainty_score":0.07592142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00747716210326946,"score_gpt":0.2673665487990001,"score_spread":0.2598893866957306,"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."}}