{"id":"W2100045963","doi":"10.7717/peerj.1158","title":"Predictors of exercise participation in ambulatory and non-ambulatory older people with multiple sclerosis","year":2015,"lang":"en","type":"article","venue":"PeerJ","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. John’s Health Sciences Centre; McGill University; Memorial University of Newfoundland","funders":"Canadian Institutes of Health Research; EMD Serono; Public Health Agency; Health Canada; Multiple Sclerosis Society; Multiple Sclerosis Society of Canada; University of Alberta; Biogen; Saskatoon City Hospital Foundation; Newfoundland and Labrador Centre for Applied Health Research; Physiotherapy Foundation of Canada; Multiple Sclerosis Scientific Research Foundation; Arnold P. Gold Foundation; Teva Pharmaceutical Industries; Public Health Agency of Canada; Bayer HealthCare; Sanofi","keywords":"Medicine; Ambulatory; Physical therapy; Logistic regression; Quartile; Expanded Disability Status Scale; Guideline; Socioeconomic status; Gerontology; Demography; Confidence interval; Multiple sclerosis; Internal medicine; Population; Environmental health; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004347463,0.0002894458,0.0003519058,0.0006464657,0.0007370517,0.0005797968,0.0004905805,0.0005575433,0.001611852],"category_scores_gemma":[0.002317138,0.0001395568,0.0004417561,0.001092199,0.0003277036,0.0001810314,0.000454181,0.0007412406,0.0001499106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001058173,"about_ca_system_score_gemma":0.001610063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4905844,"about_ca_topic_score_gemma":0.5549155,"domain_scores_codex":[0.9996687,0.00003421511,0.000027623,0.00004967821,0.0001090648,0.0001106632],"domain_scores_gemma":[0.998737,0.0001720001,0.0003692922,0.00003265244,0.0002407359,0.0004483197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005593499,0.0000195496,0.9989053,0.000009407496,0.00002061342,0.00002052471,0.00005239564,0.000033915,0.00002964945,0.000007296059,0.0001063597,0.0007389982],"study_design_scores_gemma":[0.000002269344,0.00001770406,0.9996792,0.000005284545,0.000006946868,0.0000259572,0.00009906818,0.00009434734,0.000004656702,0.000005333927,0.00005831593,0.000001022878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982018,0.0002569256,0.00003273419,0.00009097053,0.000005397189,0.00001317752,0.0008646224,0.000002712902,0.0005316601],"genre_scores_gemma":[0.9988462,0.0001135229,0.00004384395,0.00002002552,0.000006300901,0.000007459826,0.0008501157,9.786721e-7,0.0001116248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4905844,"threshold_uncertainty_score":0.9754577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0556549601969217,"score_gpt":0.3029432621128847,"score_spread":0.247288301915963,"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."}}