{"id":"W2108614219","doi":"10.1093/ije/dyp256","title":"Commentary: Effects of diagnostic thresholds and research vs service and administrative diagnosis on autism prevalence","year":2009,"lang":"en","type":"letter","venue":"International Journal of Epidemiology","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Institute for Health and Care Research; Wellcome Trust","keywords":"Autism; Epidemiology; Quarter (Canadian coin); Entitlement (fair division); Incidence (geometry); Developmental disorder; Pervasive developmental disorder; Medicine; Psychiatry; Service (business); Public health; Psychology; Gerontology; Family medicine; Geography; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.01951635,0.001720745,0.002774443,0.002530591,0.004354761,0.003606014,0.01208621,0.05984351,0.01769987],"category_scores_gemma":[0.1715447,0.001734524,0.002951103,0.002627786,0.00463996,0.006136475,0.002562146,0.04315143,0.01075956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009156881,"about_ca_system_score_gemma":0.01198755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05427714,"about_ca_topic_score_gemma":0.03663268,"domain_scores_codex":[0.9853914,0.005774763,0.00167647,0.001994175,0.004200192,0.0009628966],"domain_scores_gemma":[0.826378,0.1255916,0.005372146,0.002689419,0.03415715,0.005811662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007858586,0.00001099116,0.0001657416,0.0002679095,0.00003854891,0.00008900132,0.0001167419,0.00003751599,0.00004220812,0.0006419414,0.9962099,0.002300887],"study_design_scores_gemma":[0.0005884629,0.0001925647,0.005231939,0.005784748,0.0004412612,0.0007234691,0.001606305,0.0009899498,0.0005812229,0.01307735,0.97051,0.0002728052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002527379,0.001626744,0.0000932039,0.9378016,0.05901706,0.00003185892,0.0004389998,0.00005474333,0.0006830906],"genre_scores_gemma":[0.002703585,0.001221084,0.0002528628,0.9339552,0.05944099,0.0001111888,0.0001195438,0.00004703553,0.002148645],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05984351,"threshold_uncertainty_score":0.1079224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1302549107043834,"score_gpt":0.4421519380680048,"score_spread":0.3118970273636213,"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."}}