{"id":"W2105655906","doi":"10.1176/appi.ps.59.3.283","title":"Perceived Unmet Need for Mental Health Care for Canadians With Co-occurring Mental and Substance Use Disorders","year":2008,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Substance use; Mental health; Psychiatry; Mental health care; Medicine; Psychology; Substance abuse","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.00006441071,0.0002670946,0.0003041972,0.0001491971,0.001206903,0.00003965165,0.0001745661,0.00006983429,0.00004678726],"category_scores_gemma":[5.707467e-7,0.0002328211,0.00006576459,0.00020192,0.00005190803,0.0002327313,0.000009059879,0.00007365208,0.000005075308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001719647,"about_ca_system_score_gemma":0.00006277704,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03653782,"about_ca_topic_score_gemma":0.1897739,"domain_scores_codex":[0.9984078,0.00004108243,0.0002867136,0.0005041774,0.0001449095,0.0006152888],"domain_scores_gemma":[0.9992132,0.00008347866,0.0001825878,0.000214933,0.00003108187,0.0002747141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001665346,0.0003256565,0.9067388,0.001074569,0.0001898294,0.000002523422,0.07774355,0.000002118303,0.000004225581,0.0004012863,0.00679062,0.005061451],"study_design_scores_gemma":[0.02275853,0.003464625,0.7742336,0.0001106147,0.0001598602,0.00007893058,0.1159462,0.0002819171,0.00001096855,0.0001105282,0.08170353,0.001140727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869017,0.005535641,0.00003404396,0.001876515,0.0007928408,0.003015722,0.001377766,0.00006272393,0.0004030729],"genre_scores_gemma":[0.9915572,0.00033877,0.002878989,0.003406402,0.0001517116,0.0005081383,0.0008476835,0.00005463852,0.0002564382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1532361,"threshold_uncertainty_score":0.969878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01969248005881376,"score_gpt":0.3260845218243654,"score_spread":0.3063920417655517,"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."}}