{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001812987,0.0002940308,0.0005395521,0.0003173758,0.0001511904,0.00005419417,0.00005111592,0.0001035463,0.00001956844],"category_scores_gemma":[0.001750817,0.0002673231,0.00003213846,0.0005455356,0.0002690183,0.0001723594,0.0002204899,0.000520307,0.000004070634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002769237,"about_ca_system_score_gemma":0.00006603041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001451792,"about_ca_topic_score_gemma":0.0000930984,"domain_scores_codex":[0.9974858,0.0004670992,0.0003499899,0.0009421677,0.0002683359,0.0004866684],"domain_scores_gemma":[0.9980798,0.001028527,0.000142249,0.0002043329,0.0003519411,0.0001930958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004050292,0.0002838425,0.951195,0.0001134884,0.00007032054,0.0007267161,0.005079274,0.000003096146,0.02716264,1.874476e-7,0.00002205682,0.01129307],"study_design_scores_gemma":[0.01771585,0.000957516,0.9742755,0.0003875515,0.0001486978,0.0007594415,0.003205218,0.001925559,0.0004036721,8.970597e-7,0.000004268432,0.0002157778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979265,0.0002227656,0.0003633763,0.0002038774,0.0002211353,0.0007737734,0.00008962378,0.00005604421,0.0001428714],"genre_scores_gemma":[0.996464,0.001369744,0.0007719251,0.001079984,0.0001622372,0.0000221102,0.00006763446,0.00004981579,0.00001261653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02675897,"threshold_uncertainty_score":0.9999779,"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."}}