{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002908235,0.0002925426,0.0003366192,0.0001211801,0.0005308334,0.0001119256,0.001061587,0.00006885482,0.0007969987],"category_scores_gemma":[0.00008352235,0.0003237785,0.0001115525,0.001095511,0.0003249873,0.0001657598,0.001514403,0.0003895275,0.0001119997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001155978,"about_ca_system_score_gemma":0.0002817175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002678827,"about_ca_topic_score_gemma":0.0002727043,"domain_scores_codex":[0.9962029,0.0003200039,0.000417946,0.0009989877,0.001278969,0.0007811417],"domain_scores_gemma":[0.9987246,0.00007458386,0.0001611262,0.0008150197,0.000008173692,0.0002165092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007461687,0.0007116766,0.4132125,0.0003039584,0.00009793813,0.0002829224,0.00323575,0.003115769,0.02287304,0.5481049,0.006443997,0.0008714088],"study_design_scores_gemma":[0.004519979,0.002074493,0.4123733,0.000196289,0.0001171695,0.0003039676,0.001231367,0.001632972,0.01372073,0.5213595,0.04035912,0.002111119],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9629819,0.004205608,0.0009019066,0.02768569,0.0007652471,0.0007553087,0.001503143,0.00009287221,0.001108319],"genre_scores_gemma":[0.9974934,0.000190257,0.0004586346,0.001218569,0.00004266325,0.00009068591,0.000012036,0.00004301473,0.0004507311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0345115,"threshold_uncertainty_score":0.9999214,"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."}}