{"id":"W4390813210","doi":"10.1101/2024.01.10.575072","title":"Idiosyncratic pupil regulation in autistic children","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of General Medical Sciences; National Institutes of Health; Azrieli Foundation; Research to Prevent Blindness","keywords":"Pupil; Psychology; Autism; Developmental 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005077624,0.0004985071,0.0004687349,0.001280573,0.0003569812,0.0005603266,0.0002304094,0.0003289736,0.001034542],"category_scores_gemma":[0.002502277,0.0002729821,0.0003134413,0.0005073398,0.0006626807,0.000354856,0.00103697,0.0003476993,0.0001540445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004298255,"about_ca_system_score_gemma":0.0002867677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004547722,"about_ca_topic_score_gemma":0.005662464,"domain_scores_codex":[0.9991579,0.00009978817,0.0001015893,0.0003950788,0.0001585117,0.00008705854],"domain_scores_gemma":[0.9983786,0.0003759817,0.0008542919,0.0001754714,0.0001050116,0.0001106523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003147326,0.00003855241,0.9232162,0.0001508923,0.00008755584,0.00268979,0.001936295,0.0004080163,0.04934572,0.0001602797,0.0003711683,0.02128074],"study_design_scores_gemma":[0.000002837932,0.00004039437,0.9960476,0.000005931478,0.00001141194,0.002384406,0.0002403801,0.0001497559,0.0009040462,0.0000522066,0.0001550648,0.000006077243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987584,0.00009099922,0.0004446066,0.00001650667,0.000001543709,0.000008698469,0.0002016587,0.00003328113,0.0004442057],"genre_scores_gemma":[0.9987119,0.0000783418,0.0007715591,0.00001515412,0.00000250864,0.00002213041,0.0002736177,0.00001244292,0.0001123113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004547722,"threshold_uncertainty_score":0.009042501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01853366219114121,"score_gpt":0.2528381245434878,"score_spread":0.2343044623523465,"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."}}