{"id":"W3018479719","doi":"10.1177/1352458520915629","title":"Exercise and lifestyle physical activity recommendations for people with multiple sclerosis throughout the disease course","year":2020,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":324,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Multiple sclerosis; Medicine; Expert opinion; Physical activity; Physical therapy; Exercise prescription; MEDLINE; Rehabilitation; Physical disability; Disease; Expanded Disability Status Scale; Gerontology; Physical medicine and rehabilitation; Family medicine; 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","sts"],"consensus_categories":[],"category_scores_codex":[0.0005597585,0.0005258857,0.0009125391,0.00009540063,0.001860529,0.0003718144,0.0003780987,0.00009467188,0.00006066808],"category_scores_gemma":[0.002093352,0.0003359346,0.0004083933,0.0005412011,0.0004972706,0.0005901472,0.0003011562,0.0009738164,0.00002600563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001368519,"about_ca_system_score_gemma":0.0003149729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001006053,"about_ca_topic_score_gemma":0.0001298226,"domain_scores_codex":[0.9967341,0.0002296556,0.0004321766,0.0007375833,0.0009534201,0.0009130112],"domain_scores_gemma":[0.9955555,0.001520537,0.0003309419,0.0005447611,0.0006073821,0.001440851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01427908,0.004712525,0.6097398,0.0007688429,0.001550972,0.00002652208,0.01477696,0.0005040328,0.06086143,0.00003616516,0.05936437,0.2333793],"study_design_scores_gemma":[0.01133734,0.0007744331,0.9292379,0.001032663,0.0007532671,0.00002159244,0.001909528,0.04751277,0.00323334,0.00001595954,0.003686564,0.0004846267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9062737,0.0008623879,0.003268009,0.08606944,0.0001799112,0.002673307,0.0004867212,0.000154513,0.00003195926],"genre_scores_gemma":[0.9885469,0.004311423,0.004194329,0.0010213,0.001114791,0.0005892004,0.00004342557,0.0001134182,0.00006518421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3194981,"threshold_uncertainty_score":0.9999093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1294885872704747,"score_gpt":0.3447831727304421,"score_spread":0.2152945854599674,"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."}}