{"id":"W2624941449","doi":"10.1177/0706743717714467","title":"Service Use and Unmet Needs for Substance Use and Mental Disorders in Canada","year":2017,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":147,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Victoria","funders":"","keywords":"Mental health; Medicine; Population; Psychiatry; Substance use; Anxiety; Substance abuse; Health care; Mood disorders; Gerontology; Environmental health","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":[0.0009084512,0.0002795871,0.0005045711,0.001873153,0.002860895,0.001481672,0.001436146,0.0005069292,0.00269715],"category_scores_gemma":[0.004312412,0.0003951466,0.0007800388,0.004924415,0.0007049983,0.0005914081,0.001623925,0.001031342,0.0001787671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03771462,"about_ca_system_score_gemma":0.05822475,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9960128,"about_ca_topic_score_gemma":0.9979857,"domain_scores_codex":[0.9980822,0.0001366595,0.000156171,0.0001536623,0.0007697681,0.0007015413],"domain_scores_gemma":[0.9961736,0.0001794369,0.0007933129,0.00006796656,0.001447782,0.001337944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004095799,0.00003811803,0.9911992,0.00007985506,0.00006238894,0.00005780256,0.0007176998,0.0001056017,0.0000489533,0.0001472132,0.00199315,0.005509119],"study_design_scores_gemma":[0.000005465057,0.000011123,0.9976444,0.0000664407,0.00001604308,0.00003873785,0.001194077,0.0002417606,0.00002088131,0.00003523185,0.0007169429,0.000009077526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783174,0.002451318,0.000112221,0.002812726,0.00003461204,0.00008735772,0.01188786,0.00001881465,0.004277613],"genre_scores_gemma":[0.9956992,0.0009784744,0.0001799474,0.0002362165,0.00000756093,0.00002051361,0.00230627,0.000004931439,0.0005668766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03771462,"threshold_uncertainty_score":0.27364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0249098065535955,"score_gpt":0.2490729613681457,"score_spread":0.2241631548145502,"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."}}