{"id":"W2143901621","doi":"10.1007/s10597-015-9961-6","title":"Unmet Needs of Adults in Community Mental Health Care With and Without Intellectual and Developmental Disabilities: A Cross-Sectional Study","year":2015,"lang":"en","type":"article","venue":"Community Mental Health Journal","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Centre for Addiction and Mental Health; University of Toronto; Canadian Mental Health Association","funders":"","keywords":"Cross-sectional study; Mental health; Medicine; Needs assessment; Intellectual disability; Addiction; Gerontology; Psychiatry; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00259482,0.0002813315,0.000608969,0.0003595596,0.001389963,0.0001004094,0.0002369418,0.00004946048,0.00005686799],"category_scores_gemma":[0.0001790641,0.0002429684,0.00004079894,0.0003270355,0.00075994,0.0003009067,0.0005180311,0.001673635,0.000001950036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002489569,"about_ca_system_score_gemma":0.001643763,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008765881,"about_ca_topic_score_gemma":0.01008662,"domain_scores_codex":[0.9962717,0.001703744,0.0008526062,0.000133356,0.0006020546,0.0004365526],"domain_scores_gemma":[0.9983225,0.0002629328,0.0002713235,0.0003150818,0.0001379548,0.0006902494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.002766795,0.001826825,0.6379301,0.000843772,0.00009044481,0.00000161776,0.3549649,0.000002380286,0.000001220967,0.00001150681,0.000401407,0.001159064],"study_design_scores_gemma":[0.01006964,0.00615969,0.3564424,0.0006859844,0.00001027744,0.0006469578,0.6256837,0.00002257218,0.000003332935,0.00002505084,0.0001288023,0.0001215564],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953715,0.001494676,0.00001062776,0.000520313,0.0001312677,0.001429016,0.00009816601,0.00002865145,0.0009158482],"genre_scores_gemma":[0.998545,0.000271206,0.0004234072,0.0004068675,0.00003323603,0.00001825294,0.0002295068,0.00002701619,0.00004552617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2814877,"threshold_uncertainty_score":0.9999101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09761914462374766,"score_gpt":0.4051980323860357,"score_spread":0.3075788877622881,"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."}}