{"id":"W4283708788","doi":"10.1038/s41380-022-01630-7","title":"Incidence, prevalence, and global burden of autism spectrum disorder from 1990 to 2019 across 204 countries","year":2022,"lang":"en","type":"article","venue":"Molecular Psychiatry","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":211,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; Mental Health Research Canada; University of Ottawa","funders":"National Institute for Health and Care Research","keywords":"Autism spectrum disorder; Incidence (geometry); Medicine; Autism; Prevalence; Demography; Psychiatry; Pediatrics; Environmental health; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0003492989,0.0002839892,0.0002228951,0.001767292,0.0001510303,0.0005339076,0.0003656979,0.0003372355,0.001674817],"category_scores_gemma":[0.001137013,0.0002230116,0.0007994678,0.00221506,0.0002692578,0.0006032565,0.0006728506,0.0004666285,0.000341869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006397335,"about_ca_system_score_gemma":0.0006388083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04601753,"about_ca_topic_score_gemma":0.05301289,"domain_scores_codex":[0.9996719,0.00005853878,0.00005356902,0.00009284975,0.00004802519,0.00007502391],"domain_scores_gemma":[0.9992726,0.00007229381,0.0004218641,0.00002819502,0.0001460232,0.00005903207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001355035,0.00001102135,0.9898883,0.0001562315,0.000192996,0.0001273515,0.0001475791,0.0004168173,0.0002342541,0.0001179014,0.003027385,0.005544665],"study_design_scores_gemma":[0.000006417123,0.00003569959,0.996999,0.00006167301,0.00007971443,0.0004955322,0.0003745141,0.0002429235,0.00004944491,0.00004911457,0.001600449,0.000005453085],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9416628,0.007296938,0.0004195387,0.0007012279,0.00007295184,0.00002028593,0.04591541,0.0001027711,0.00380819],"genre_scores_gemma":[0.9800901,0.003246662,0.000275377,0.0001567421,0.00003703295,0.0000262266,0.01554334,0.000008332504,0.0006160315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04601753,"threshold_uncertainty_score":0.09149933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006931770573027381,"score_gpt":0.2840258988998858,"score_spread":0.2770941283268584,"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."}}