{"id":"W3112138106","doi":"10.1002/hbm.25270","title":"Examining volumetric gradients based on the frustum surface ratio in the brain in autism spectrum disorder","year":2020,"lang":"en","type":"article","venue":"Human Brain Mapping","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; SickKids Foundation; Centre for Addiction and Mental Health","funders":"Medical Research Council; Department of Psychiatry, University of Toronto; Canadian Institutes of Health Research; Innovative Medicines Initiative; Medical Research Council Canada; Dr Mortimer and Theresa Sackler Foundation; European Commission; Deutsche Forschungsgemeinschaft; King's College London; National Institute for Health and Care Research; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research; University of Toronto; European Federation of Pharmaceutical Industries and Associations; Autism Speaks; Simons Foundation Autism Research Initiative; Institute of Psychiatry, Psychology and Neuroscience, King’s College London; Ontario Brain Institute; South London and Maudsley NHS Foundation Trust","keywords":"Autism spectrum disorder; Frustum; Neurodevelopmental disorder; Psychology; Gyrification; Brain size; Typically developing; Cortex (anatomy); Cerebral cortex; Anatomy; Autism; Neuroscience; Mathematics; Developmental psychology; Geometry; Magnetic resonance imaging; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001854977,0.0002613326,0.0002749542,0.0003152045,0.0007478757,0.000159074,0.0006025844,0.00006222149,0.00009365987],"category_scores_gemma":[0.02285057,0.0001921696,0.0000799917,0.00261261,0.000177781,0.0001730926,0.0001538985,0.000670901,0.00006815764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001241708,"about_ca_system_score_gemma":0.00004815109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001131826,"about_ca_topic_score_gemma":0.0003687662,"domain_scores_codex":[0.9964591,0.001316107,0.0003682481,0.000758608,0.0005950113,0.0005029064],"domain_scores_gemma":[0.9726513,0.0267572,0.000133471,0.0004014896,0.000008376123,0.00004815044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001828413,0.001125272,0.4731188,0.0003060518,0.00004811446,0.0004568516,0.05814042,0.05072156,0.1547198,0.1324544,0.1273761,0.0013497],"study_design_scores_gemma":[0.001057537,0.0002465967,0.9213779,0.0001417904,0.00000399592,0.000003745646,0.003107855,0.05929701,0.0002561557,0.003743933,0.01033071,0.0004327567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7480871,0.00003234538,0.0008538447,0.2481628,0.0001465096,0.0005949468,0.000004751091,0.00007291251,0.002044793],"genre_scores_gemma":[0.9274698,0.000001971179,0.00002233423,0.0721466,0.0000821447,0.00005468441,0.000002748352,0.00002676366,0.0001929626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4482591,"threshold_uncertainty_score":0.9853804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09831463442558966,"score_gpt":0.2645654179097426,"score_spread":0.166250783484153,"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."}}