{"id":"W4386309257","doi":"10.21203/rs.3.rs-3293650/v1","title":"Task-oriented exercise effects on walking and corticospinal excitability in multiple sclerosis: protocol for a randomized controlled trial","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Saskatchewan; University of Regina","funders":"Saskatchewan Health Research Foundation","keywords":"Physical medicine and rehabilitation; Physical therapy; Randomized controlled trial; Medicine; Transcranial magnetic stimulation; Rehabilitation; Psychological intervention; Multiple sclerosis; Aerobic exercise; Flexibility (engineering); Gait; Psychology; Stimulation","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.02787887,0.006962819,0.01397137,0.002481014,0.003926567,0.003928161,0.003459846,0.007397658,0.06689984],"category_scores_gemma":[0.02997986,0.003034904,0.006540461,0.003353648,0.003438024,0.00279086,0.002177222,0.009083393,0.009477106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005487104,"about_ca_system_score_gemma":0.01476698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003572099,"about_ca_topic_score_gemma":0.005988922,"domain_scores_codex":[0.9792268,0.01136336,0.002864401,0.00190202,0.002293847,0.002349664],"domain_scores_gemma":[0.9862878,0.004182777,0.002724277,0.001539789,0.003422568,0.00184265],"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":[0.9202341,0.01744187,0.0004617042,0.01852277,0.003023968,0.0001692008,0.0003089014,0.001610822,0.00170252,0.002399226,0.009456572,0.02466835],"study_design_scores_gemma":[0.9726334,0.01401638,0.0007245454,0.001541062,0.0007674804,0.00002000675,0.00005300885,0.001022445,0.0003664015,0.0009178327,0.007883583,0.00005389355],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001905286,0.0002126108,0.0008331662,0.0001188718,0.0003362322,0.9954887,0.0005358962,0.00007793399,0.000491358],"genre_scores_gemma":[0.001620071,0.00008327866,0.0009048348,0.00007580583,0.00003712023,0.9969824,0.00006272191,0.000003153854,0.0002306084],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06689984,"threshold_uncertainty_score":0.2238023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1699709871104108,"score_gpt":0.4473932950500155,"score_spread":0.2774223079396047,"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."}}