{"id":"W7161987048","doi":"10.82308/44105","title":"Predictors and health impact of exercise capacity in multiple sclerosis","year":2009,"lang":"en","type":"dissertation","venue":"","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aerobic capacity; Quality of life (healthcare); Test (biology); Workload; Linear regression; Multiple sclerosis; Physical fitness; Regression analysis; Rehabilitation","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":[0.001144583,0.0002834469,0.0003370908,0.0006922223,0.0003149525,0.0005883637,0.0002882605,0.0005090553,0.001693205],"category_scores_gemma":[0.004902153,0.000173381,0.0006874383,0.0007042902,0.0002737232,0.0003622304,0.0006019343,0.0007993212,0.0002012467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002054223,"about_ca_system_score_gemma":0.0003329869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003961117,"about_ca_topic_score_gemma":0.004786023,"domain_scores_codex":[0.9995167,0.0001614601,0.00006483887,0.00007544638,0.0001076811,0.00007384965],"domain_scores_gemma":[0.9971993,0.00115602,0.0008948371,0.0001184622,0.0002500878,0.0003811563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003613112,0.00004783014,0.9985177,0.00001139762,0.00006585306,0.00003235062,0.0000352193,0.00007343511,0.0000440647,0.000008385518,0.00002843024,0.001099159],"study_design_scores_gemma":[0.000001615818,0.00006690973,0.9994377,0.000006701001,0.00002537348,0.0000623587,0.000058497,0.0002659568,0.00001754505,0.00001967609,0.00003570953,0.000001858061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987878,0.0005521268,0.00005437657,0.00009146024,0.000006106121,0.000006220488,0.0001771656,0.000003664122,0.0003211366],"genre_scores_gemma":[0.9996798,0.0001033482,0.00003177689,0.000008267713,0.000007646597,0.000003330308,0.00008932197,6.282745e-7,0.00007588635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003961117,"threshold_uncertainty_score":0.007876098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1549487943026733,"score_gpt":0.3697649088515296,"score_spread":0.2148161145488562,"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."}}