{"id":"W3091384135","doi":"10.1177/0706743720961732","title":"Patterns of Primary Care Use Prior to a First Diagnosis of Nonaffective Psychotic Disorder in Ontario, Canada: Modèles d’utilisation des soins de première ligne avant un premier diagnostic de trouble psychotique non affectif en Ontario, Canada","year":2020,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health; Institute for Clinical Evaluative Sciences; Western University","funders":"Canadian Institutes of Health Research; Ontario Ministry of Research, Innovation and Science","keywords":"Medicine; Primary care; Population; Psychiatry; Cohort; Mental health; Family medicine; Internal medicine","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":[0.003393186,0.0009654647,0.001143492,0.002288861,0.002700176,0.003576982,0.003386027,0.001326155,0.005456402],"category_scores_gemma":[0.006647303,0.001071888,0.002900034,0.00293023,0.001483208,0.001011483,0.001935839,0.001305668,0.0006206003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03582766,"about_ca_system_score_gemma":0.04362852,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9916373,"about_ca_topic_score_gemma":0.9833,"domain_scores_codex":[0.9982415,0.0004047827,0.0001068093,0.0003857057,0.0002602813,0.0006008178],"domain_scores_gemma":[0.9933115,0.00165217,0.001245096,0.0003054306,0.001942823,0.001543035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002027838,0.00008454971,0.9765901,0.00006185151,0.0003819914,0.0001617679,0.001095636,0.01492564,0.0001225555,0.001160527,0.002023439,0.003189114],"study_design_scores_gemma":[0.0001323118,0.0001128733,0.7836112,0.0003000502,0.0004258713,0.000187161,0.003529581,0.2063615,0.00008127063,0.001572705,0.00359953,0.00008609846],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832231,0.001305691,0.001853867,0.002297207,0.0000453036,0.0001699375,0.009147231,0.00006990311,0.001887606],"genre_scores_gemma":[0.9906623,0.0007087722,0.0009528781,0.00009440476,0.00001632082,0.0001050813,0.004524867,0.00001808571,0.002917344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03582766,"threshold_uncertainty_score":0.2599491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01374026979982055,"score_gpt":0.2290492258022692,"score_spread":0.2153089560024487,"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."}}