{"id":"W7116871859","doi":"10.1002/dev.70114","title":"The Developmental Approach to Autism Science: Considering Cognitive Ability in the Age of Neuroimaging Research","year":2025,"lang":"en","type":"article","venue":"Developmental Psychobiology","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Autism; Cognition; Argument (complex analysis); Cognitive development; Neuroimaging; Intellectual disability; Developmental disorder; Developmental cognitive neuroscience; Cognitive disabilities","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.005339567,0.0002005332,0.0002402325,0.0007145671,0.001345316,0.0001554786,0.001873407,0.00007092537,0.00002126226],"category_scores_gemma":[0.00270751,0.0001346395,0.00004068078,0.004368941,0.004432374,0.0001482047,0.001062506,0.0008444538,0.00006673639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003636891,"about_ca_system_score_gemma":0.001121206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001459609,"about_ca_topic_score_gemma":0.0001275479,"domain_scores_codex":[0.9954413,0.001078982,0.0005490424,0.001035962,0.0007326847,0.001162021],"domain_scores_gemma":[0.9969586,0.002533773,0.00005617306,0.000333404,0.00004524513,0.00007279869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004417614,0.0008254272,0.08026197,0.00006625456,0.0000221531,0.00006905049,0.02007479,0.000007518487,0.6990805,0.1775801,0.001052749,0.02051771],"study_design_scores_gemma":[0.001216437,0.0001128859,0.8757798,0.00009282049,0.000002932175,0.0001693556,0.01299013,0.00009359691,0.07839077,0.0243781,0.006436114,0.0003370618],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8924693,0.00005367748,0.0002191565,0.005551373,0.0002505327,0.001497101,0.000008418778,0.00002914573,0.09992123],"genre_scores_gemma":[0.9971353,0.00003072493,0.0009847614,0.001364294,0.000006136939,0.0002842451,0.000003745372,0.0000118018,0.0001789459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7955178,"threshold_uncertainty_score":0.9999548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1201015999200765,"score_gpt":0.4142632973766394,"score_spread":0.294161697456563,"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."}}