{"id":"W2495127890","doi":"10.4088/jcp.15m10086","title":"Ethnic Differences in Mental Illness Severity","year":2016,"lang":"en","type":"article","venue":"The Journal of Clinical Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Services and Policy Research; Centre for Addiction and Mental Health; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Ethnic group; Mental illness; Psychiatry; Severity of illness; Psychology; Clinical psychology; Medicine; Mental health; Sociology; Anthropology","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":[0.0004864077,0.0001924048,0.000158888,0.0005578072,0.0003604997,0.0004269901,0.0001882212,0.0001595075,0.002361811],"category_scores_gemma":[0.00154031,0.00008463202,0.0002644226,0.0006432554,0.0003500785,0.0002598357,0.0004466759,0.0001969424,0.0001675768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006041831,"about_ca_system_score_gemma":0.0005335652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05144032,"about_ca_topic_score_gemma":0.07780328,"domain_scores_codex":[0.9996722,0.00006635522,0.00003643412,0.00006342006,0.00008873241,0.00007286709],"domain_scores_gemma":[0.999116,0.00009945755,0.0004800538,0.00003374234,0.0001110526,0.0001596509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003937683,0.00001120024,0.9981726,0.0000098176,0.00004314528,0.00003167492,0.0002767238,0.00001829594,0.0001568781,0.00002385225,0.00005423492,0.001162024],"study_design_scores_gemma":[0.000001371875,0.00001031179,0.999556,0.000005705885,0.000005680345,0.00005072662,0.0002427232,0.00002798786,0.00001556002,0.00001590654,0.00006675613,0.000001273247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985099,0.0001970035,0.00003145959,0.0000713019,0.000003335394,0.000006314731,0.0002458822,0.000001307463,0.0009334392],"genre_scores_gemma":[0.9996424,0.00008251875,0.00001980191,0.00001707061,0.000003931241,0.00000238106,0.0001365014,5.614141e-7,0.00009482654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05144032,"threshold_uncertainty_score":0.1022818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.149771946021754,"score_gpt":0.4971353224465657,"score_spread":0.3473633764248117,"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."}}