{"id":"W4307229432","doi":"10.1017/cjn.2022.309","title":"Cognition and Cognitive Fatigability: Association with Employment Status in Multiple Sclerosis","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital; Queen's University","funders":"","keywords":"Paced Auditory Serial Addition Test; Neuropsychology; Multiple sclerosis; Cognition; Psychology; Effects of sleep deprivation on cognitive performance; Working memory; Association (psychology); Neuropsychological test; Demographics; Audiology; Clinical psychology; Psychiatry; Medicine; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004874801,0.0002206202,0.0001911816,0.0007883782,0.0003793075,0.0004214887,0.0002281211,0.0003308718,0.00231508],"category_scores_gemma":[0.002494377,0.00008556489,0.0002173802,0.00049127,0.000317888,0.0002274334,0.0003926266,0.0004121321,0.0001930371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002577895,"about_ca_system_score_gemma":0.0003296369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00690156,"about_ca_topic_score_gemma":0.01073089,"domain_scores_codex":[0.9998259,0.00003169418,0.00002456884,0.00002650983,0.00005392709,0.00003750452],"domain_scores_gemma":[0.9985825,0.0002808221,0.000700504,0.00004728697,0.0001468961,0.0002419688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001054337,0.00007251721,0.996917,0.00001089085,0.00002008328,0.00007128381,0.0001033701,0.00002257918,0.0001925746,0.000007942564,0.00002599445,0.002450192],"study_design_scores_gemma":[0.000001010776,0.00005653422,0.9997445,0.000003260323,0.000004223213,0.00006873599,0.00004743708,0.0000272896,0.0000159203,0.00001024355,0.00001997548,7.370674e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994941,0.0001756744,0.00001373584,0.00002617675,0.000002124856,0.000002418237,0.00004085502,9.165042e-7,0.0002440241],"genre_scores_gemma":[0.9997966,0.00005459811,0.00002131084,0.000006088941,0.000003942353,0.000001876498,0.00003681884,3.218706e-7,0.00007837739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00690156,"threshold_uncertainty_score":0.01372278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09625842396359026,"score_gpt":0.3012107585320479,"score_spread":0.2049523345684576,"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."}}