{"id":"W2079131373","doi":"10.1016/j.spen.2011.02.003","title":"The NeuroDevNet Autism Spectrum Disorders Demonstration Project","year":2011,"lang":"en","type":"article","venue":"Seminars in Pediatric Neurology","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; University of Calgary; University of Ottawa; McGill University; University of Toronto; Montreal Children's Hospital; McMaster University; Montreal Neurological Institute and Hospital; Dalhousie University; SickKids Foundation; Hospital for Sick Children; University of Alberta","funders":"","keywords":"Autism; Autism spectrum disorder; Vulnerability (computing); Neuroimaging; Health care; Psychology; Data science; Psychiatry; Computer science; Political science; Computer security","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004952671,0.0002749527,0.0002147912,0.0004546505,0.0003884667,0.00005140802,0.001006284,0.0001774318,0.00006787494],"category_scores_gemma":[0.0004964474,0.0002278741,0.00008188044,0.001485112,0.0004381489,0.0002135786,0.0003122923,0.001037702,0.0001505349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002759269,"about_ca_system_score_gemma":0.000200875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002520463,"about_ca_topic_score_gemma":0.001010864,"domain_scores_codex":[0.9962992,0.0008050256,0.0004684075,0.0008920444,0.0004267341,0.001108577],"domain_scores_gemma":[0.9982166,0.0008843092,0.0001713114,0.0006370426,0.000002549993,0.0000882375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001101381,0.0009740582,0.5498143,0.00005324494,0.000006950472,0.001025078,0.003208048,0.00005910487,0.001007657,0.4247462,0.003558353,0.01444562],"study_design_scores_gemma":[0.001583887,0.002640881,0.5533167,0.000004954902,0.00003740495,0.0004609672,0.00003711842,0.003198352,0.003308034,0.4258798,0.008724228,0.0008076293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9536423,0.0004867078,0.00009703183,0.01975091,0.001091377,0.001112677,0.000006808474,0.0002032845,0.02360889],"genre_scores_gemma":[0.9894342,0.009399335,0.00004633097,0.0005579694,0.00008929716,0.0001303686,0.000001372514,0.00004985918,0.0002912712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03579189,"threshold_uncertainty_score":0.9292435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02601370285914567,"score_gpt":0.2728419783066057,"score_spread":0.24682827544746,"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."}}