{"id":"W3179310843","doi":"10.1016/j.msard.2021.103130","title":"Cognitive fatigability in multiple sclerosis: How does performance decline over time on the Paced Auditory Serial Addition Test?","year":2021,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Carleton University; Ottawa Hospital","funders":"Multiple Sclerosis Society of Canada; University of Ottawa","keywords":"Paced Auditory Serial Addition Test; Audiology; Cognition; Analysis of variance; Neuropsychology; Mixed-design analysis of variance; Stimulus (psychology); Task (project management); Multiple sclerosis; Neuropsychological test; Medicine; Repeated measures design; Psychology; Effects of sleep deprivation on cognitive performance; Developmental psychology; Physical medicine and rehabilitation; Cognitive psychology; Psychiatry; Statistics","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","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008394474,0.0005300705,0.0007223065,0.0002036435,0.0007158127,0.0001444642,0.0001746761,0.0003842975,0.0008379309],"category_scores_gemma":[0.008370884,0.0003351463,0.00026453,0.0007150457,0.0008419334,0.0003212853,0.0003333671,0.00100038,0.00009287265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001901115,"about_ca_system_score_gemma":0.0001512388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001520286,"about_ca_topic_score_gemma":0.0009105036,"domain_scores_codex":[0.9962571,0.0004526571,0.0006229406,0.001020077,0.0008508255,0.0007964261],"domain_scores_gemma":[0.9950585,0.003516849,0.0002227996,0.0005726629,0.0003549182,0.0002743151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00251516,0.003236022,0.702593,0.0003745384,0.0006707296,0.00001560606,0.002482023,0.0002300378,0.2081584,0.000009860522,0.005961645,0.0737529],"study_design_scores_gemma":[0.01221803,0.0004492291,0.9566927,0.001812186,0.0001018203,0.000002406217,0.001832387,0.01624244,0.009639211,0.00003809564,0.0005280063,0.0004434877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874219,0.0005472525,0.00000630537,0.008952686,0.0004234449,0.001654196,0.0003694452,0.0001430468,0.0004817419],"genre_scores_gemma":[0.9893084,0.008649301,0.0001162965,0.000441541,0.0002015167,0.0004174614,0.0002975689,0.00006976754,0.0004981807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2540997,"threshold_uncertainty_score":0.999982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0385241016422043,"score_gpt":0.2520665961356349,"score_spread":0.2135424944934306,"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."}}