{"id":"W4403303936","doi":"10.1002/aur.3234","title":"Idiosyncratic pupil regulation in autistic children","year":2024,"lang":"en","type":"article","venue":"Autism Research","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of General Medical Sciences; National Eye Institute; National Institutes of Health; Simons Foundation Autism Research Initiative; Azrieli Foundation; Research to Prevent Blindness; Eye and Ear Foundation of Pittsburgh","keywords":"Autism; Psychology; Pupil; Developmental psychology; Cognitive psychology; Neuroscience","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001134878,0.0001005628,0.0001842561,0.0006709904,0.00009079213,0.00009337936,0.00008671785,0.000114857,0.001211773],"category_scores_gemma":[0.0004345024,0.00009342253,0.00005780438,0.001194771,0.0001163738,0.0001912484,0.00007350946,0.0007791129,0.001926555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000218913,"about_ca_system_score_gemma":0.0002694544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001954558,"about_ca_topic_score_gemma":0.00005153445,"domain_scores_codex":[0.9979843,0.0002194195,0.0002271619,0.0003782252,0.000771868,0.0004189498],"domain_scores_gemma":[0.9992607,0.0002553172,0.00001250893,0.0003334882,0.00005439139,0.00008364707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003712589,0.001726221,0.4464662,0.001794055,0.0004890732,0.002757424,0.003079802,0.0002339019,0.05068442,0.1964237,0.04123804,0.2547359],"study_design_scores_gemma":[0.0005273122,0.0001176088,0.9786665,0.0003706,0.00002076709,0.0001939274,0.0001108789,0.01239307,0.00005328437,0.005578924,0.001863733,0.000103394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728165,0.001710414,0.0006190013,0.01585741,0.0001301264,0.0006863637,0.00000540622,0.0001474994,0.00802723],"genre_scores_gemma":[0.9895508,0.00006427457,0.0001507964,0.00004978649,0.00006147431,0.00004959634,0.000051073,0.0000339685,0.009988261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5322003,"threshold_uncertainty_score":0.9997013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09384166090228822,"score_gpt":0.4338135284239548,"score_spread":0.3399718675216665,"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."}}