{"id":"W4413051455","doi":"10.1001/jamanetworkopen.2025.25887","title":"Sex-Related Measurement Bias in Autism Spectrum Disorder Symptoms in the Baby Siblings Research Consortium","year":2025,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; University of Alberta","funders":"Curtin University of Technology","keywords":"Autism spectrum disorder; Autism Diagnostic Observation Schedule; Autism; Medicine; Sibling; Differential item functioning; Cohort; Clinical psychology; Pediatrics; Demography; Psychology; Psychiatry; Developmental psychology; Item response theory; Psychometrics; Internal medicine","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":[0.05240775,0.0005147105,0.000688421,0.002412524,0.001641919,0.001445988,0.001625028,0.0006128191,0.001562232],"category_scores_gemma":[0.09973655,0.0004634503,0.001441465,0.003444991,0.001106043,0.0008939177,0.00322083,0.0006560589,0.0002153745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001283853,"about_ca_system_score_gemma":0.002614763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03236319,"about_ca_topic_score_gemma":0.04014932,"domain_scores_codex":[0.9416392,0.03833675,0.006042514,0.004918152,0.007515732,0.00154757],"domain_scores_gemma":[0.9286323,0.02171069,0.02907323,0.01150594,0.007506299,0.001571525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005241571,0.000008581898,0.9957558,0.00002422958,0.0001783802,0.00004720085,0.0006546672,0.0000457239,0.00005093967,0.0001794144,0.0004675885,0.002535141],"study_design_scores_gemma":[0.00002741475,0.00009763109,0.9951381,0.00009434023,0.0001480305,0.0003441559,0.00104673,0.0004828126,0.0003082104,0.0005733331,0.001719374,0.00001979841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865211,0.001473984,0.004135774,0.001115043,0.000157793,0.0002633413,0.003988225,0.00004700406,0.002297739],"genre_scores_gemma":[0.9937212,0.0002432181,0.002648415,0.0002532889,0.00004930642,0.0006001089,0.001965954,0.00003153824,0.0004869401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05240775,"threshold_uncertainty_score":0.277162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1183156372120035,"score_gpt":0.3761458195396049,"score_spread":0.2578301823276014,"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."}}