{"id":"W2610250170","doi":"10.7224/1537-2073.2016-106","title":"A Longitudinal Evaluation of Cognitive Fatigue on a Task of Sustained Attention in Early Relapsing-Remitting Multiple Sclerosis","year":2017,"lang":"en","type":"article","venue":"International Journal of MS Care","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Ontario Brain Institute; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Cognition; Medicine; Multiple sclerosis; Paced Auditory Serial Addition Test; Effects of sleep deprivation on cognitive performance; Audiology; Task (project management); Relapsing remitting; Cognitive impairment; Physical medicine and rehabilitation; Elementary cognitive task; Cognitive test; Psychiatry","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":[0.001631526,0.0003913351,0.0003750633,0.0006932166,0.0005578905,0.0004024963,0.0003099842,0.0005642887,0.0006045264],"category_scores_gemma":[0.00333311,0.0002067717,0.0004278247,0.0003857849,0.0001944637,0.0003817778,0.0003828189,0.0005843919,0.0002300312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003020131,"about_ca_system_score_gemma":0.0003150243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003956063,"about_ca_topic_score_gemma":0.003830818,"domain_scores_codex":[0.9996792,0.0001007012,0.00003275345,0.00005631637,0.00007989146,0.00005113409],"domain_scores_gemma":[0.9977928,0.0002677563,0.0007794044,0.0001383576,0.0006659177,0.0003557486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002526561,0.0007013815,0.9835358,0.00004467281,0.0001518326,0.0001333736,0.0005768766,0.0001263899,0.002437078,0.000008540032,0.0001139285,0.009643546],"study_design_scores_gemma":[0.0000363691,0.002933175,0.9961236,0.000005766899,0.00004390233,0.0001909043,0.000102256,0.0001543636,0.0002933398,0.00001291606,0.00009616917,0.000007250591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996158,0.00009085213,0.00006767073,0.000008190068,0.00000198276,0.00001823939,0.00008226276,0.000003584044,0.0001114132],"genre_scores_gemma":[0.9992362,0.00004544263,0.0002023058,0.00001290323,0.000005188832,0.00003904558,0.0002719748,0.000001326908,0.0001855199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003956063,"threshold_uncertainty_score":0.008628428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.166810813747224,"score_gpt":0.4101292022929899,"score_spread":0.2433183885457659,"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."}}