{"id":"W3138262194","doi":"10.1016/j.msard.2021.102911","title":"A mixed-methods study of cognitive performance in persons with multiple sclerosis: Association between neuropsychological test performance and interviews about daily cognitive functioning","year":2021,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"National Multiple Sclerosis Society","keywords":"Neuropsychology; Cognition; Clinical psychology; Psychology; Neuropsychological assessment; Neuropsychological test; Thematic analysis; Effects of sleep deprivation on cognitive performance; Test (biology); Qualitative research; Medicine; Developmental psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001197651,0.0004470555,0.0009794228,0.0003276625,0.0004817511,0.00007604653,0.0001000454,0.0002747672,0.00003768126],"category_scores_gemma":[0.004471664,0.0003576817,0.0001127838,0.001109177,0.0004098325,0.0003187335,0.0002705352,0.001009517,0.000005555263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001074881,"about_ca_system_score_gemma":0.00006766732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002039288,"about_ca_topic_score_gemma":0.0007250261,"domain_scores_codex":[0.9962605,0.0007266024,0.0008316,0.0009655202,0.0005766051,0.0006391895],"domain_scores_gemma":[0.9954721,0.00317592,0.000399549,0.0002418848,0.000481906,0.0002286915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006536672,0.001496052,0.8295497,0.0001948948,0.0005231384,0.000003998127,0.007433091,0.00002695779,0.002203409,1.511895e-7,0.00001951668,0.1578954],"study_design_scores_gemma":[0.01862384,0.003043598,0.9315144,0.003727674,0.0004316962,0.00000766273,0.03656737,0.005137489,0.0005634988,7.090643e-7,0.00002658251,0.0003555296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954454,0.001906601,0.0001067533,0.0002160064,0.0001060046,0.001523572,0.00007312137,0.00006996713,0.0005525827],"genre_scores_gemma":[0.9866984,0.01213398,0.0004952322,0.00006565425,0.00003135239,0.0002871015,0.00007510878,0.00005436638,0.0001587702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1575399,"threshold_uncertainty_score":0.9998875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06402109757871173,"score_gpt":0.3146211422549104,"score_spread":0.2506000446761987,"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."}}