{"id":"W2992174994","doi":"10.1002/aur.2252","title":"Identification of Pediatric Autism Spectrum Disorder Cases Using Health Administrative Data","year":2019,"lang":"en","type":"article","venue":"Autism Research","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Sunny Hill Health Centre for Children; Queen's University; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Autism spectrum disorder; Autism; Identification (biology); Psychology; Developmental psychology; Medicine; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.05407245,0.0006620122,0.0008049883,0.005220775,0.002082515,0.002606219,0.002884786,0.0008256284,0.001558859],"category_scores_gemma":[0.1240033,0.0008964826,0.001546121,0.007024699,0.001288048,0.0008334622,0.003086599,0.001017059,0.0004365819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003993666,"about_ca_system_score_gemma":0.007104049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.150582,"about_ca_topic_score_gemma":0.145834,"domain_scores_codex":[0.8976713,0.05500617,0.01504346,0.007150268,0.02260681,0.002522028],"domain_scores_gemma":[0.9278111,0.01661103,0.0229175,0.016024,0.01591573,0.0007204482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005626535,0.0001480758,0.9547921,0.001051558,0.0009836198,0.0002508501,0.003430569,0.002514579,0.0008838668,0.002648309,0.003345925,0.02938787],"study_design_scores_gemma":[0.0001919544,0.0004060766,0.9720518,0.001210336,0.000478165,0.0005514357,0.002039271,0.005792024,0.002089466,0.001547404,0.01355981,0.00008231957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8529759,0.003412332,0.07131163,0.001852344,0.0002662751,0.02240062,0.03302492,0.0002148102,0.01454112],"genre_scores_gemma":[0.9057654,0.0009735192,0.05915629,0.001261763,0.000108179,0.01772949,0.01346982,0.00007226082,0.001463134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.150582,"threshold_uncertainty_score":0.2994111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3030750075543242,"score_gpt":0.4839993800248863,"score_spread":0.1809243724705621,"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."}}