{"id":"W4412563520","doi":"10.22541/au.175321648.85824617/v1","title":"Preference for Eyes Predicts Later Autism-Related Characteristics in Children with a Family History of Autism","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Autism; Preference; Psychology; Developmental psychology; Family history; Medicine; Economics","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":[0.0003895489,0.0005427586,0.0002259056,0.0007302399,0.0003562704,0.0005694369,0.000283099,0.0005135735,0.003021373],"category_scores_gemma":[0.002388052,0.0002192846,0.0003382342,0.0003091172,0.000301353,0.0003690154,0.000563461,0.0005157352,0.0003611508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002954333,"about_ca_system_score_gemma":0.0002155773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005572788,"about_ca_topic_score_gemma":0.008295336,"domain_scores_codex":[0.9997727,0.00004072215,0.00001692841,0.00007643986,0.00005743773,0.00003573311],"domain_scores_gemma":[0.9982706,0.0003394059,0.0009571508,0.00007553774,0.0001065939,0.0002506604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009612222,0.00004816005,0.9968496,0.000006813385,0.00001854408,0.0002933661,0.0001784901,0.00003944317,0.001434323,0.00001505188,0.00005685778,0.0009633275],"study_design_scores_gemma":[9.947194e-7,0.0000546768,0.9988549,0.000004165186,0.000006837986,0.0005974565,0.0002214869,0.0000664884,0.0001390223,0.00001484475,0.00003695044,0.00000231721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996359,0.00005139465,0.00002497281,0.00001378596,0.000001729409,0.000001437562,0.00005114558,0.000002350133,0.0002170825],"genre_scores_gemma":[0.9994204,0.00006537458,0.0000923524,0.000007636161,0.000002369657,0.000005233277,0.0001089847,0.000002213415,0.0002954124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005572788,"threshold_uncertainty_score":0.01108074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04131805904860498,"score_gpt":0.2748270839655513,"score_spread":0.2335090249169464,"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."}}