{"id":"W4415261784","doi":"10.17269/s41997-025-01113-6","title":"Prevalence and incidence of autism in children and adolescents in Manitoba, Canada: An updated estimate using population-based administrative health data from 2011 to 2022","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; St.Amant; University of Toronto; University of Manitoba; Saint Mary's University; Manitoba Health; Autism Canada; Public Health Ontario; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Autism; Inclusion (mineral); Public health; Health care; Incidence (geometry); Investment (military); Resource allocation; Resource (disambiguation)","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":[0.001376925,0.0007491779,0.0005459998,0.005406505,0.001508054,0.001190461,0.001607413,0.0004548556,0.001478391],"category_scores_gemma":[0.003898576,0.0005856203,0.001266597,0.006991635,0.0005509767,0.0005569556,0.00110647,0.001043116,0.0003330882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03607876,"about_ca_system_score_gemma":0.05908755,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9967499,"about_ca_topic_score_gemma":0.9966751,"domain_scores_codex":[0.9985813,0.0001066849,0.0001399645,0.0001767368,0.0007514377,0.0002438896],"domain_scores_gemma":[0.9947267,0.0001844347,0.0007861527,0.00008938568,0.003660688,0.0005526251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003456633,0.00002593925,0.9748402,0.0004237325,0.0002903049,0.0001097267,0.0004250489,0.0006732871,0.0001763847,0.0001623236,0.01155245,0.01128602],"study_design_scores_gemma":[0.000009604992,0.00001038714,0.9944014,0.0002319143,0.0001181092,0.00009084077,0.0004638688,0.0007142966,0.00007290308,0.00003335837,0.003838198,0.00001527199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7751955,0.02572223,0.002850849,0.005425265,0.000269046,0.0003816675,0.1804486,0.0004057426,0.009301054],"genre_scores_gemma":[0.929166,0.01759264,0.00418185,0.0010822,0.0001123264,0.0002588221,0.04376874,0.00004877075,0.003788746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03607876,"threshold_uncertainty_score":0.261771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1066667771411074,"score_gpt":0.3742283211304723,"score_spread":0.2675615439893648,"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."}}