{"id":"W4386245000","doi":"10.1101/2023.08.28.554882","title":"Characterizing Subcortical Structural Heterogeneity in Autism","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Hospital for Sick Children; Holland Bloorview Kids Rehabilitation Hospital; SickKids Foundation; University of Toronto; McGill University; Douglas Mental Health University Institute","funders":"National Institute of Mental Health; Medical Research Council; National Institutes of Health; King's College London; Canadian Institutes of Health Research; National Institute for Health and Care Research; Canada First Research Excellence Fund; Government of Ontario; South London and Maudsley NHS Foundation Trust; McGill University","keywords":"Globus pallidus; Thalamus; Striatum; Autism; Neuroscience; Psychology; Neuroimaging; Ventral striatum; Autism spectrum disorder; Biology; Basal ganglia; Dopamine; Central nervous system; Developmental psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004875538,0.0004569233,0.0006865377,0.00323421,0.0002804192,0.0009452816,0.0006512803,0.0003755667,0.001077605],"category_scores_gemma":[0.007719866,0.000296999,0.001647466,0.00173609,0.0006602348,0.0003358707,0.0008103881,0.0003381983,0.00005927051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004347461,"about_ca_system_score_gemma":0.0002488123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003337281,"about_ca_topic_score_gemma":0.004642717,"domain_scores_codex":[0.9976567,0.0009898761,0.0002400582,0.0007673171,0.0002815881,0.00006446277],"domain_scores_gemma":[0.9959213,0.002030485,0.001078243,0.0006237238,0.0002711824,0.00007507591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001165424,0.00003783216,0.8973352,0.001412558,0.03615342,0.0005790918,0.000471375,0.004124747,0.008728142,0.001421492,0.0009445826,0.04762605],"study_design_scores_gemma":[0.0000753248,0.0001671176,0.9783723,0.0002422802,0.009341049,0.000934697,0.0002579688,0.003996262,0.001251753,0.004140417,0.00119701,0.0000237932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645453,0.02181071,0.00992833,0.0003546582,0.00003302691,0.00004820167,0.001833521,0.00007674668,0.001369562],"genre_scores_gemma":[0.9975943,0.0006020265,0.001240945,0.0000398058,0.0000141801,0.00002469911,0.0004139572,0.0000121847,0.00005794074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004875538,"threshold_uncertainty_score":0.02578461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0465226568523824,"score_gpt":0.2894219650410391,"score_spread":0.2428993081886567,"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."}}