{"id":"W4415873202","doi":"10.1017/cjn.2025.10124","title":"How Does Time-of-Testing Influence Cognitive Performance in Multiple Sclerosis?","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Cognition; Effects of sleep deprivation on cognitive performance; Sample (material); Cognitive Assessment System; Cognitive test; Test (biology); Orientation (vector space); Cognitive decline","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":[0.001929115,0.0002753854,0.000377971,0.0006373934,0.0003640946,0.001003045,0.0004732382,0.0007003733,0.001648871],"category_scores_gemma":[0.0133433,0.0001500832,0.0004697776,0.000892801,0.0004206963,0.0006683003,0.0004134073,0.0005895551,0.0003057445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000316237,"about_ca_system_score_gemma":0.0004515383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008536349,"about_ca_topic_score_gemma":0.01181522,"domain_scores_codex":[0.9988711,0.000513678,0.0001254599,0.0001341615,0.0002569552,0.00009850095],"domain_scores_gemma":[0.9900162,0.004730768,0.003121109,0.0003281252,0.0006740479,0.00112977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001404209,0.00005430498,0.9978924,0.000008169144,0.00005469782,0.00002621723,0.0000928988,0.00002590379,0.00005338409,0.000006682109,0.00003803317,0.001606811],"study_design_scores_gemma":[0.00000200972,0.0001106309,0.999402,0.000007988717,0.00002289331,0.00006565879,0.000139926,0.0001376357,0.00003174241,0.00001905543,0.00005815117,0.00000233055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987655,0.0004466748,0.00005184917,0.00009362857,0.00001145594,0.000003801335,0.0001013132,0.000002715984,0.0005231966],"genre_scores_gemma":[0.9997562,0.00006039362,0.00003077889,0.00001655359,0.000008634439,0.000001962311,0.00004954572,0.000001252446,0.00007468342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008536349,"threshold_uncertainty_score":0.01697332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08477003950133412,"score_gpt":0.2982103773265262,"score_spread":0.2134403378251921,"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."}}