{"id":"W2883796170","doi":"10.12927/hcq.2018.25521","title":"The Mental Health of Adults with Developmental Disabilities in Ontario: Lessons from Administrative Health Data","year":2018,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Health care; Addiction; Best practice; Psychiatry; Psychology; Health policy; Mental illness; Population; Medicine; Nursing; Gerontology; Public health; Environmental health; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01336737,0.0005802393,0.0007321635,0.002753669,0.002170992,0.003152488,0.003106056,0.001121445,0.001197357],"category_scores_gemma":[0.04993798,0.0006865404,0.001044913,0.01187855,0.001255438,0.002437578,0.003233982,0.002220639,0.0002347402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02291032,"about_ca_system_score_gemma":0.05339424,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9807364,"about_ca_topic_score_gemma":0.9894083,"domain_scores_codex":[0.992985,0.002752044,0.0009857315,0.0003998847,0.002046952,0.0008304475],"domain_scores_gemma":[0.9661652,0.01339654,0.003343804,0.003184234,0.01154797,0.00236215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001233138,0.0001252266,0.888451,0.0008498004,0.000260103,0.0003830118,0.01395088,0.0008523806,0.0001100696,0.00190443,0.03654969,0.05644011],"study_design_scores_gemma":[0.00004335212,0.00004515674,0.9541403,0.001285043,0.0001750326,0.00008080494,0.01589945,0.00112531,0.00007222532,0.001879966,0.02520231,0.00005091213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.715447,0.02268562,0.004168257,0.1548576,0.0006870701,0.001221068,0.07377288,0.0002336246,0.02692684],"genre_scores_gemma":[0.9549705,0.0138896,0.007176585,0.004472054,0.00034419,0.0004293342,0.01638123,0.00007314599,0.002263436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02291032,"threshold_uncertainty_score":0.1662268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.135332758903133,"score_gpt":0.4536289101723814,"score_spread":0.3182961512692485,"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."}}