{"id":"W4408640900","doi":"10.1002/cns3.20104","title":"Deep Phenotyping of the Broader Autism Phenotype in Epilepsy: A Transdiagnostic Marker of Epilepsy and Autism Spectrum Disorder","year":2025,"lang":"en","type":"article","venue":"Annals of the Child Neurology Society","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre","funders":"","keywords":"Epilepsy; Autism spectrum disorder; Autism; Phenotype; Neuroscience; Psychology; Psychiatry; Medicine; Biology; Genetics; Gene","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":[0.0004406993,0.0002666311,0.0002105122,0.0005540879,0.0001965637,0.0003153539,0.0001387681,0.0001709086,0.001090028],"category_scores_gemma":[0.002070541,0.0001092589,0.0001365838,0.0002839345,0.0003153996,0.000244518,0.001189206,0.0002309689,0.0001177358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001275543,"about_ca_system_score_gemma":0.0001612903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001705696,"about_ca_topic_score_gemma":0.004069048,"domain_scores_codex":[0.9995155,0.0001623548,0.00006016589,0.0001160936,0.00008925356,0.00005657595],"domain_scores_gemma":[0.9989311,0.0002349841,0.0005131442,0.00009046545,0.0001284248,0.0001019247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001044541,0.00001699627,0.9782155,0.00002857202,0.00003423683,0.0004991089,0.0002644024,0.00009036768,0.01154296,0.00004440998,0.00009525761,0.009063767],"study_design_scores_gemma":[0.000001944571,0.00005946624,0.9968805,0.000007506123,0.000007784273,0.00185535,0.0002410325,0.0001438337,0.0006151277,0.00004938385,0.0001356246,0.00000253781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987544,0.00005873591,0.0005703708,0.00002771965,0.000001334923,0.000008918725,0.0001029352,0.000004783196,0.0004709437],"genre_scores_gemma":[0.9992569,0.0000306602,0.0004616072,0.00001822696,0.000001936146,0.00000768536,0.00008946966,0.000001622933,0.0001318667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001705696,"threshold_uncertainty_score":0.003646493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0188677958685743,"score_gpt":0.2807751569186485,"score_spread":0.2619073610500742,"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."}}