{"id":"W2738436241","doi":"10.1016/s2215-0366(17)30281-x","title":"Towards a mental health inequity audit","year":2017,"lang":"en","type":"letter","venue":"The Lancet Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mental Health Commission of Canada; St. Michael's Hospital; University of Calgary","funders":"","keywords":"Mental illness; Psychiatry; Ethnic group; Mental health; Scopus; Medicine; Population; Cohort; Psychology; MEDLINE","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02325205,0.0009402027,0.002155453,0.001715206,0.01081438,0.01092367,0.004565732,0.1592641,0.01191553],"category_scores_gemma":[0.1310111,0.001548313,0.002580962,0.001337277,0.01154502,0.0119365,0.01081467,0.1197383,0.00601376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01148748,"about_ca_system_score_gemma":0.05776635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02565676,"about_ca_topic_score_gemma":0.04257613,"domain_scores_codex":[0.9719155,0.008202352,0.00314,0.001597775,0.008544067,0.006600298],"domain_scores_gemma":[0.8770809,0.06111102,0.006288889,0.002983007,0.02036537,0.03217085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002893548,0.00004977518,0.000614927,0.00007081296,0.00002019621,0.0005492848,0.000341027,0.00004732616,0.00008477773,0.009053128,0.9836173,0.005522625],"study_design_scores_gemma":[0.0002992595,0.00008767447,0.003014192,0.001660101,0.0001024565,0.0007003144,0.002944178,0.0006458533,0.0003112073,0.04509989,0.9449527,0.0001821809],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001648754,0.0002588097,0.00003795513,0.9914575,0.006909116,0.000008673955,0.00001913313,0.000007118084,0.001136889],"genre_scores_gemma":[0.001948751,0.0002728836,0.0001163241,0.9848942,0.009654568,0.00003767871,0.00001619759,0.00001528543,0.003044171],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1592641,"threshold_uncertainty_score":0.1229701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07773282211330305,"score_gpt":0.4144295517633482,"score_spread":0.3366967296500452,"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."}}