{"id":"W4408201258","doi":"10.1007/s11136-025-03928-9","title":"Effect of impairment on health-related quality of life in people with multiple sclerosis: association of functional systems and EQ-5D-5L index values in a cross-sectional study","year":2025,"lang":"en","type":"article","venue":"Quality of Life Research","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universität Leipzig","keywords":"Medicine; Quality of life (healthcare); EQ-5D; Cognition; Expanded Disability Status Scale; Cross-sectional study; Bayesian multivariate linear regression; Quality of Life Research; Logistic regression; Montreal Cognitive Assessment; Physical therapy; Outpatient clinic; Health Utilities Index; Multiple sclerosis; Gerontology; Linear regression; Cognitive impairment; Public health; Health related quality of life; Internal medicine; Disease; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003425368,0.0003573747,0.0005175168,0.0008530924,0.0003801834,0.0009135808,0.0004903322,0.0006647789,0.0008480723],"category_scores_gemma":[0.006519611,0.0003816499,0.0009451002,0.00112648,0.0003636644,0.0005966145,0.000648495,0.0007847145,0.0001926947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002952143,"about_ca_system_score_gemma":0.0003049384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003740099,"about_ca_topic_score_gemma":0.003416877,"domain_scores_codex":[0.9983444,0.0007149731,0.0001919187,0.0002809898,0.0003383722,0.0001293392],"domain_scores_gemma":[0.9956671,0.001104683,0.001969321,0.0003915961,0.0003827186,0.0004846171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006023174,0.00002257101,0.9994841,0.000005353498,0.0001071219,0.00001065736,0.00002580489,0.00001784581,0.0000336394,0.000003662224,0.0000131376,0.0002159083],"study_design_scores_gemma":[0.000003521929,0.00008974622,0.9996517,0.000003466265,0.00003836936,0.00004775143,0.00003343439,0.00008748492,0.00001446187,0.00000539477,0.00002312981,0.000001560461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989868,0.0003685113,0.00007591037,0.00003611333,0.000005345984,0.000009525566,0.0003458649,0.000002706561,0.0001692247],"genre_scores_gemma":[0.9995073,0.00007347712,0.00007566444,0.0000211318,0.000006483087,0.00001025611,0.0002574911,9.842804e-7,0.00004732896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003740099,"threshold_uncertainty_score":0.01811534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.24181035956521,"score_gpt":0.4561779340438681,"score_spread":0.2143675744786581,"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."}}