{"id":"W4402022965","doi":"10.1016/j.msard.2024.105854","title":"Physiological fitness in people with advanced multiple sclerosis","year":2024,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Royal Ottawa Mental Health Centre","funders":"","keywords":"Cardiorespiratory fitness; Multiple sclerosis; Medicine; Quality of life (healthcare); Expanded Disability Status Scale; Psychological intervention; Gerontology; Physical therapy; Physical medicine and rehabilitation; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004118459,0.0003355281,0.0005224518,0.001236497,0.0008454621,0.0007735158,0.000230623,0.0008168533,0.001973534],"category_scores_gemma":[0.002145465,0.0002214259,0.0004874195,0.001321895,0.0002552455,0.0004638835,0.0008474744,0.0008288113,0.000262502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002730177,"about_ca_system_score_gemma":0.0002157521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01057191,"about_ca_topic_score_gemma":0.01320911,"domain_scores_codex":[0.9996873,0.0001011086,0.00003916339,0.00004192637,0.00004181105,0.00008862195],"domain_scores_gemma":[0.9993389,0.0001221232,0.000187996,0.00002614161,0.00009644114,0.0002282861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002290112,0.0002805572,0.9935502,0.00007292964,0.0001343193,0.0002329319,0.0006425892,0.00003539339,0.0002196969,0.00003647433,0.0001704662,0.004395481],"study_design_scores_gemma":[0.00000520633,0.0001565815,0.9991009,0.00001355182,0.0000293922,0.00007844597,0.0004518119,0.00002578585,0.00001028012,0.0000236664,0.00010207,0.00000234862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968781,0.001180128,0.00002410676,0.0001763834,0.0000271683,0.000008031163,0.0001629254,0.000001861497,0.001541242],"genre_scores_gemma":[0.9989275,0.0003968151,0.00002466739,0.00006858682,0.00002542089,0.00001044011,0.0001299231,6.704402e-7,0.0004159569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01057191,"threshold_uncertainty_score":0.02102071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03983157544512982,"score_gpt":0.2699278608351425,"score_spread":0.2300962853900126,"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."}}