{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004970424,0.0003600283,0.0002588377,0.0003916837,0.001115234,0.00163045,0.001316672,0.001716345,0.1034792],"category_scores_gemma":[0.003747526,0.0002605956,0.0002980156,0.0002344472,0.0004875738,0.0008606128,0.002614392,0.001758141,0.02532652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001550665,"about_ca_system_score_gemma":0.007761561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01167077,"about_ca_topic_score_gemma":0.0333544,"domain_scores_codex":[0.9990141,0.0002103032,0.00002114121,0.00009406785,0.0004188901,0.0002414343],"domain_scores_gemma":[0.9951846,0.0005570781,0.0001087065,0.0002409993,0.0008997943,0.003008834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003350473,0.0002257875,0.001461772,0.00003511989,0.000005081652,0.0001663987,0.00003222712,0.0002460858,0.0006173484,0.005073515,0.959327,0.03247458],"study_design_scores_gemma":[0.000509987,0.0002718647,0.007306641,0.00006615151,0.000006461975,0.0002843677,0.0001651306,0.000709078,0.001476662,0.003457686,0.9857337,0.00001230061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04033735,0.002049942,0.01406011,0.1295255,0.01404865,0.00129276,0.06900655,0.003470319,0.7262089],"genre_scores_gemma":[0.09953986,0.001329669,0.01579516,0.01119397,0.00125885,0.0009038848,0.05815143,0.001119109,0.810708],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1034792,"threshold_uncertainty_score":0.3461725,"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."}}