{"id":"W3027718889","doi":"10.1186/s12883-020-01772-7","title":"Study protocol: improving cognition in people with progressive multiple sclerosis: a multi-arm, randomized, blinded, sham-controlled trial of cognitive rehabilitation and aerobic exercise (COGEx)","year":2020,"lang":"en","type":"article","venue":"BMC Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Multiple Sclerosis Society of Canada; European Committee for Treatment and Research in Multiple Sclerosis; National Multiple Sclerosis Society","keywords":"Medicine; Randomized controlled trial; Cognition; Physical therapy; Rehabilitation; Multiple sclerosis; Protocol (science); Neurochemistry; Physical medicine and rehabilitation; Neurology; Aerobic exercise; Cognitive rehabilitation therapy; Alternative medicine; Internal medicine; Pathology; 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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001265789,0.0003635746,0.002091774,0.0003416648,0.0001037913,0.00002656014,0.0001085733,0.0001515771,0.00002405271],"category_scores_gemma":[0.01758516,0.0002642546,0.0001903,0.0004785535,0.0005908029,0.0001644867,0.0001910709,0.0005084372,0.000003934711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002228738,"about_ca_system_score_gemma":0.0002294035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001231644,"about_ca_topic_score_gemma":0.0007893571,"domain_scores_codex":[0.9954987,0.001613532,0.001034447,0.0008686539,0.0005304134,0.0004542745],"domain_scores_gemma":[0.9931003,0.00532182,0.0005603298,0.0002247833,0.0005882431,0.0002045049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9056513,0.004304345,0.08029605,0.0005149075,0.000181736,0.00003653383,0.005628868,0.00001688187,0.001416419,0.000001044102,0.000003315638,0.001948557],"study_design_scores_gemma":[0.8432692,0.02126357,0.1241264,0.0003603712,0.000435099,0.000007320601,0.002447924,0.007613862,0.0002990388,0.000004502258,3.459202e-7,0.000172389],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.70013,0.00004277886,0.0001506365,0.0004122681,0.00002613357,0.2991633,0.00000837887,0.00005401205,0.00001244233],"genre_scores_gemma":[0.6904134,0.00001021821,0.0008358276,0.00009582751,0.00005987222,0.3085396,0.000008283096,0.00003465643,0.000002305691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06238216,"threshold_uncertainty_score":0.999981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07705204416264061,"score_gpt":0.3407609234328681,"score_spread":0.2637088792702275,"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."}}