{"id":"W7117481232","doi":"10.1177/07067437251408168","title":"Defining, Locating, and Characterizing Psychiatrists who Primarily Treat Children and Adolescents and their Practices in Ontario: A Cross-Sectional Study: Définir, localiser et caractériser les psychiatres qui traitent principalement les enfants et les adolescents et leurs pratiques en Ontario : étude transversale","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Hospital for Sick Children; Public Health Ontario; University of Toronto; Children's Hospital of Eastern Ontario; Institute for Clinical Evaluative Sciences; Centre for Addiction and Mental Health","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Mental health; Rurality; General practice; Clinical Practice; Focus group; Public health; Health services","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001191005,0.0003168786,0.0002682876,0.001499398,0.002172941,0.001174678,0.0008554771,0.0004155338,0.001439961],"category_scores_gemma":[0.002688511,0.0007245726,0.000620569,0.003294166,0.001069844,0.0008274331,0.001416589,0.0005108909,0.0002187366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01719768,"about_ca_system_score_gemma":0.01731407,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9439823,"about_ca_topic_score_gemma":0.979906,"domain_scores_codex":[0.9987627,0.0001306429,0.0001609493,0.0002174301,0.0003879624,0.0003403867],"domain_scores_gemma":[0.9966068,0.0003177187,0.001750564,0.0001160637,0.0008089052,0.0003999188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001634658,0.00001745125,0.9922096,0.00008324056,0.00002251029,0.00006939181,0.00535253,0.00002567132,0.0001849869,0.00003569206,0.0002542836,0.001728329],"study_design_scores_gemma":[0.000002642738,0.00001723397,0.9951392,0.00004387588,0.000009625274,0.00003886895,0.004143549,0.00004576742,0.00002521525,0.000006420516,0.0005237829,0.000003775211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966044,0.0005387558,0.0001533523,0.0001405384,0.000004261432,0.0001074671,0.001655567,0.000003336575,0.0007922896],"genre_scores_gemma":[0.9968699,0.0008585292,0.0004345022,0.0001354427,0.000006362949,0.0001472873,0.0009664563,0.000003860634,0.0005776673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0560177,"threshold_uncertainty_score":0.1247785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02655957089566071,"score_gpt":0.3070772853396351,"score_spread":0.2805177144439744,"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."}}