{"id":"W3165426694","doi":"10.1037/neu0000729","title":"Examining cognitive speed and accuracy dysfunction in youth and young adults with pediatric-onset multiple sclerosis using a computerized neurocognitive battery.","year":2021,"lang":"en","type":"article","venue":"Neuropsychology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Hospital for Sick Children; York University","funders":"Canadian Institutes of Health Research; Multiple Sclerosis Scientific Research Foundation","keywords":"Neurocognitive; Psychology; Cognition; Multiple sclerosis; Neuropsychology; Battery (electricity); Developmental psychology; Audiology; Psychiatry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000645873,0.0005765914,0.0003615587,0.001063867,0.0002323153,0.0004774263,0.0002087228,0.0003543471,0.0007311563],"category_scores_gemma":[0.002421028,0.0001778073,0.0002688279,0.0005569333,0.0002260648,0.0004258093,0.0004150372,0.0003396256,0.0002430537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003028117,"about_ca_system_score_gemma":0.0003338849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007013476,"about_ca_topic_score_gemma":0.007722387,"domain_scores_codex":[0.9996881,0.00005199288,0.00005748197,0.00006035824,0.00008474611,0.00005732333],"domain_scores_gemma":[0.9985276,0.0002074072,0.0007912486,0.00004513654,0.0002355172,0.0001929744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000433222,0.00003049883,0.9978549,0.000006927481,0.00001437735,0.00009334022,0.00007867466,0.0000243973,0.000203674,0.000003879655,0.00003934193,0.001606723],"study_design_scores_gemma":[0.000002792777,0.0001336728,0.9990613,0.00000422595,0.0000101322,0.0004446074,0.00008324881,0.00006885607,0.0001261374,0.000005268415,0.00005857319,0.000001155491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994813,0.000130012,0.00004091587,0.00001412172,0.000002534647,0.000006343846,0.0001384985,0.000004213048,0.0001822348],"genre_scores_gemma":[0.9993531,0.0000886788,0.0001152781,0.00001597086,0.000003842568,0.00001004139,0.0003157036,0.000001178842,0.00009619789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007013476,"threshold_uncertainty_score":0.01394528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1158194224665006,"score_gpt":0.315281384133303,"score_spread":0.1994619616668025,"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."}}