{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001244513,0.0001041494,0.0001950089,0.0001029289,0.0003148098,0.0001027695,0.0001205056,0.00003044388,0.00001010078],"category_scores_gemma":[0.00004616976,0.00007176558,0.0000329491,0.00006516969,0.00006954664,0.0003082296,0.000004166836,0.0001300216,1.900749e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002419037,"about_ca_system_score_gemma":0.002262214,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9207851,"about_ca_topic_score_gemma":0.9999816,"domain_scores_codex":[0.9994171,0.00001527845,0.0001811011,0.00007089012,0.0001007739,0.0002149104],"domain_scores_gemma":[0.9991972,0.00007472123,0.0001578918,0.0002077001,0.00005512073,0.0003073008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001182659,0.000005597153,0.99555,0.00001255852,0.00006434616,0.00001373076,0.001016919,0.000001829531,0.000002697899,0.0003539862,0.002425007,0.0004350543],"study_design_scores_gemma":[0.002811166,0.00005490845,0.9910606,0.0001408637,0.00008526966,0.00008884668,0.003227152,0.00002742182,0.000005804413,0.0006628264,0.001751368,0.00008383606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9624483,0.001731409,0.000001104305,0.03490787,0.0006573586,0.0002060682,0.00001745339,0.000001069501,0.00002939033],"genre_scores_gemma":[0.9975135,0.0002351325,0.0005959219,0.001452237,0.00008327292,0.000002107584,0.000002199407,0.00001327869,0.000102363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07919662,"threshold_uncertainty_score":0.401307,"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."}}