{"id":"W3124448270","doi":"10.1016/j.msard.2021.102770","title":"Does cognitive training improve attention/working memory in persons with MS? A pilot study using the Cogmed Working Memory Training program","year":2021,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Parkwood Institute; Ontario Shores Centre for Mental Health Sciences; London Health Sciences Centre; Lawson Health Research Institute","funders":"Lawson Health Research Institute","keywords":"Working memory training; Training (meteorology); Cognitive training; Working memory; Medicine; Cognition; Multiple sclerosis; Physical medicine and rehabilitation; Psychiatry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001109237,0.0005374321,0.0008612139,0.0003090056,0.00115695,0.0002326591,0.0001653389,0.00015308,0.0000559189],"category_scores_gemma":[0.0009656316,0.0003086451,0.0001805653,0.00131799,0.0007603194,0.0001921702,0.0002469396,0.001266784,0.000002075506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001508,"about_ca_system_score_gemma":0.0002746309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008996194,"about_ca_topic_score_gemma":0.007131189,"domain_scores_codex":[0.9957291,0.0005530861,0.0007151759,0.001106837,0.0008127161,0.001083083],"domain_scores_gemma":[0.9978998,0.0009626906,0.0002705429,0.0003900626,0.0002160315,0.0002608908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001634132,0.003566823,0.364814,0.0001627054,0.002228608,0.000145686,0.1098192,0.0003233413,0.03095417,0.000003074403,0.000009513476,0.4863388],"study_design_scores_gemma":[0.01795063,0.00151706,0.536204,0.00316221,0.0005453295,0.00002715509,0.4259368,0.01390934,0.0001716241,0.000008877832,0.00004053825,0.0005263644],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916621,0.001507515,0.00005856743,0.001115719,0.0002856669,0.003911491,0.00001401185,0.0001962495,0.001248694],"genre_scores_gemma":[0.9970021,0.0008321048,0.0009446603,0.0001114983,0.0001092321,0.0006468818,0.00003498231,0.0001080534,0.0002105084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4858125,"threshold_uncertainty_score":0.9999366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1116143805365053,"score_gpt":0.3095001542378981,"score_spread":0.1978857737013929,"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."}}