{"id":"W2467655916","doi":"10.1177/0706743716664884","title":"How Much Do Mental Health and Substance Use/Addiction Affect Use of General Medical Services? Extent of Use, Reason for Use, and Associated Costs","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Institute for Clinical Evaluative Sciences; Western University; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Odds ratio; Mental health; Odds; Health care; Addiction; Emergency department; Cross-sectional study; Emergency medicine; Psychiatry; Logistic regression; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001118555,0.0002416644,0.0003713939,0.001084357,0.0003657089,0.001140582,0.0005401585,0.0008416133,0.002137759],"category_scores_gemma":[0.007588154,0.000403114,0.001060127,0.001758692,0.0005372288,0.0008854193,0.0006102247,0.0007041113,0.000294057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009876875,"about_ca_system_score_gemma":0.0006223607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04661261,"about_ca_topic_score_gemma":0.08463848,"domain_scores_codex":[0.9987846,0.0004048363,0.0001394138,0.000159193,0.0003289998,0.0001829838],"domain_scores_gemma":[0.994262,0.0008720036,0.003843514,0.0001586884,0.0003284462,0.0005353626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001508611,0.00001872645,0.9992544,0.000005348569,0.00006774705,0.000008644588,0.00002034775,0.00002658338,0.00001186849,0.000005246568,0.00004899043,0.0005169483],"study_design_scores_gemma":[0.000001124402,0.00001033789,0.9997595,0.000004316257,0.00001240784,0.00003444242,0.00005796424,0.0000748798,0.000005190639,0.000005328483,0.00003354681,0.000001109923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974111,0.000509177,0.00004195512,0.0003198571,0.00000657579,0.00001220241,0.00104574,0.000003077781,0.0006504354],"genre_scores_gemma":[0.9991094,0.0002281183,0.00005534016,0.00005608617,0.00001782444,0.000004619425,0.00042593,0.000001298436,0.0001012799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04661261,"threshold_uncertainty_score":0.0926826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02679656323136217,"score_gpt":0.2714939037336288,"score_spread":0.2446973405022666,"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."}}