{"id":"W4320001851","doi":"10.2139/ssrn.4262574","title":"Socioeconomic Status and Access to Mental Health Care: The Case of Psychiatric Medications for Children in Ontario Canada","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Socioeconomic status; Psychiatry; Mental health; Medicine; Mental illness; Mental health care; Family medicine; Psychology; Environmental health","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":[0.0006624982,0.0003064709,0.0006012273,0.001283484,0.007596564,0.002740285,0.001909751,0.0011769,0.004876008],"category_scores_gemma":[0.002945842,0.0004797742,0.001063049,0.005593273,0.001449544,0.0009426227,0.002159246,0.002272989,0.0002417271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05179675,"about_ca_system_score_gemma":0.06345532,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9973333,"about_ca_topic_score_gemma":0.9990484,"domain_scores_codex":[0.9983653,0.0001258818,0.00007591106,0.0001031074,0.0003045406,0.001025152],"domain_scores_gemma":[0.9960289,0.0002327846,0.0009523997,0.00008350211,0.001032901,0.001669556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004004191,0.00007113648,0.9868407,0.00003032379,0.00004820033,0.0009120757,0.006595657,0.00009232156,0.000062855,0.0007632803,0.001719055,0.00282433],"study_design_scores_gemma":[0.000009671731,0.00002337217,0.9671951,0.0001238924,0.00004999027,0.0003591821,0.02969835,0.0003023137,0.00002869616,0.0001277272,0.002059953,0.00002170852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902377,0.0009197034,0.0000353545,0.003029692,0.00002120262,0.00002747845,0.0008098091,0.000003865373,0.004915162],"genre_scores_gemma":[0.9975674,0.0006550178,0.00007018816,0.0002250676,0.000009958509,0.000009589865,0.000234305,0.000004298237,0.001224145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05179675,"threshold_uncertainty_score":0.3758135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01575154015335245,"score_gpt":0.3661660866715654,"score_spread":0.3504145465182129,"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."}}