{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004393422,0.0001583913,0.0004480131,0.0001690901,0.00003999767,0.00001106977,0.00006179408,0.00007391766,0.0000181763],"category_scores_gemma":[0.0003901312,0.0001249689,0.00004467541,0.0003009679,0.0001805677,0.0001413226,0.00009432837,0.0001564161,0.000007531341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008939415,"about_ca_system_score_gemma":0.0001222826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006482319,"about_ca_topic_score_gemma":0.0005636181,"domain_scores_codex":[0.9984478,0.00003628646,0.0002928037,0.000289973,0.0006166244,0.0003165601],"domain_scores_gemma":[0.9989335,0.00011204,0.00008153517,0.0003003298,0.0002800772,0.0002925496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002776163,0.0002670305,0.9851381,0.0002399726,0.00005483698,0.000002716087,0.006453787,0.0001215814,0.004319406,0.000001040542,0.001567337,0.001556617],"study_design_scores_gemma":[0.004811837,0.0002686071,0.9836926,0.0005440133,0.00006619623,0.000001192023,0.0008681671,0.004973972,0.004579321,0.000001854453,0.00007513887,0.0001170969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981153,0.0005869537,0.00006243606,0.0002014012,0.00005950223,0.0007281039,0.00001170744,0.00003741552,0.0001971533],"genre_scores_gemma":[0.9988117,0.0002195657,0.0005764217,0.00002533154,0.00004890572,0.0001554877,0.00001335592,0.00002657955,0.0001226571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00558562,"threshold_uncertainty_score":0.5096082,"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."}}