{"id":"W4406794767","doi":"10.1123/apaq.2024-0109","title":"A Characterization of Physical Activity in People Living With Advanced Multiple Sclerosis","year":2025,"lang":"en","type":"article","venue":"Adapted Physical Activity Quarterly","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Ottawa","funders":"","keywords":"Multiple sclerosis; Expanded Disability Status Scale; Wheelchair; Physical activity; Physical therapy; Medicine; Gerontology; Psychology; Physical medicine and rehabilitation; Population; Environmental health; 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":[0.0006566581,0.000112388,0.0002709368,0.0007700099,0.0002594233,0.0004950662,0.0001657719,0.0004130487,0.0009191061],"category_scores_gemma":[0.003107483,0.00009751601,0.0002368969,0.0007485267,0.0001910908,0.0004257058,0.0003700584,0.0002545699,0.0001833222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001261002,"about_ca_system_score_gemma":0.0001628449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002199531,"about_ca_topic_score_gemma":0.004315905,"domain_scores_codex":[0.9995232,0.0001770591,0.00008324005,0.00006478922,0.0001109839,0.00004083775],"domain_scores_gemma":[0.9986379,0.0003764789,0.0005455692,0.00005271442,0.0002076629,0.0001797817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004121376,0.00004433672,0.9946505,0.00004568635,0.00003222487,0.00002644118,0.0004772785,0.00002085632,0.0002598287,0.00001191278,0.00006526535,0.004324515],"study_design_scores_gemma":[0.000001488305,0.0000922032,0.9992332,0.000008296594,0.000005658066,0.0000687908,0.0004018276,0.00003278158,0.0000231716,0.00001399549,0.0001170614,0.000001478277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987935,0.0003414163,0.00004563486,0.00005713913,0.00000365716,0.000007304572,0.0001830006,0.000001200444,0.000567102],"genre_scores_gemma":[0.999393,0.0001760632,0.00007556752,0.00003883866,0.000006833486,0.00001294482,0.0001694574,5.163193e-7,0.0001267913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002199531,"threshold_uncertainty_score":0.004373431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02772215495789799,"score_gpt":0.2882998911127701,"score_spread":0.2605777361548721,"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."}}