{"id":"W6907910451","doi":"10.25384/sage.c.6930444","title":"Prevalence and Incidence Trends of Attention Deficit/Hyperactivity Disorder in Children and Youth Aged 1–24 Years in Ontario, Canada: A Validation Study of Health Administrative Data Algorithms","year":2023,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incidence (geometry); Medical record; Confidence interval; Retrospective cohort study; Population; Prevalence; Cohort; Cohort study; Electronic health record","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00880563,0.000693779,0.0006650184,0.002289724,0.002060124,0.001835314,0.002391517,0.0006173151,0.0007860377],"category_scores_gemma":[0.02574123,0.0006371888,0.001206952,0.003996138,0.001014987,0.0006883403,0.001018202,0.0008570951,0.0002287395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03568703,"about_ca_system_score_gemma":0.03878123,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9877439,"about_ca_topic_score_gemma":0.9885597,"domain_scores_codex":[0.9935382,0.0008664615,0.000537101,0.0009828671,0.003403332,0.0006720092],"domain_scores_gemma":[0.9704544,0.003343109,0.005606631,0.001448702,0.01808465,0.001062418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005279633,0.00002435054,0.9942895,0.00004733667,0.00009466751,0.00001569713,0.0002403684,0.0006108226,0.00005525616,0.0000587494,0.001155855,0.003354564],"study_design_scores_gemma":[0.00002300023,0.00002138497,0.9950805,0.00004381488,0.00005301373,0.00003089007,0.0001864152,0.003333971,0.000092657,0.00002126766,0.001102177,0.0000110413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699284,0.001292139,0.002277758,0.0006901645,0.00003769001,0.0005030724,0.02213079,0.0001387671,0.003001224],"genre_scores_gemma":[0.9804583,0.0007416922,0.004155236,0.0002020732,0.00001932294,0.0001919534,0.01351491,0.00003421363,0.0006823483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03568703,"threshold_uncertainty_score":0.2589287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09860898614670414,"score_gpt":0.3567650248924669,"score_spread":0.2581560387457627,"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."}}