{"id":"W2933207586","doi":"10.1177/1362361319840229","title":"Use, costs, and predictors of psychiatric healthcare services following an autism spectrum diagnosis: Population-based cohort study","year":2019,"lang":"en","type":"article","venue":"Autism","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; Université de Montréal","funders":"Réseau Québécois de Recherche sur les Médicaments","keywords":"Autism; Psychiatry; Autism spectrum disorder; Medicine; Cohort; Health care; Confidence interval; Odds ratio; Population; Cohort study; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004394529,0.0003044061,0.0004849614,0.0004410788,0.0002917178,0.0001485558,0.0005202812,0.0001402261,0.000101983],"category_scores_gemma":[0.00005436258,0.0003049168,0.0001023001,0.0009550944,0.00005359605,0.0007865538,0.0001628033,0.0003678435,0.00004117527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001496177,"about_ca_system_score_gemma":0.0001347597,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01608854,"about_ca_topic_score_gemma":0.003155872,"domain_scores_codex":[0.9962327,0.0005207916,0.0005456324,0.00102615,0.001035824,0.0006388816],"domain_scores_gemma":[0.9982212,0.0003882966,0.0002454331,0.0008756313,0.000006489903,0.0002630041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002664045,0.0004364908,0.9879175,0.00009470798,0.00002326967,0.0000178707,0.0003964518,0.00004230723,0.0001563439,0.01063608,0.000006253151,0.0002460721],"study_design_scores_gemma":[0.001017386,0.0008649815,0.9928807,0.00006961455,0.00004698656,0.000003990949,0.0001054002,0.001648697,0.0003434052,0.002676356,0.00005460106,0.0002878956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906996,0.0003119784,0.000009044003,0.005094759,0.0007304901,0.002759746,0.00006090656,0.0002054113,0.0001280759],"genre_scores_gemma":[0.9991577,0.00008979613,0.00007288076,0.0003295372,0.0000216307,0.0001581602,0.00002853002,0.0000661036,0.00007565923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01293267,"threshold_uncertainty_score":0.9999403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01931984534923874,"score_gpt":0.3006251521972828,"score_spread":0.2813053068480441,"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."}}