{"id":"W2320749905","doi":"10.1177/1352458516638941","title":"The EDSS-Plus, an improved endpoint for disability progression in secondary progressive multiple sclerosis","year":2016,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":142,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Genentech; F. Hoffmann-La Roche; Sanofi","keywords":"Multiple sclerosis; Medicine; Clinical neurology; Clinical endpoint; Physical medicine and rehabilitation; Expanded Disability Status Scale; Physical therapy; Pediatrics; Psychology; Internal medicine; Neuroscience; Clinical trial; 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":[0.004887629,0.0006912902,0.00117732,0.0007879445,0.0001710329,0.0004048371,0.0003920489,0.0003443995,0.001048838],"category_scores_gemma":[0.001765707,0.00007159276,0.0008554322,0.0005217133,0.0003161145,0.0003422062,0.0004023231,0.0007574733,0.0001658155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004278127,"about_ca_system_score_gemma":0.0005517664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002654079,"about_ca_topic_score_gemma":0.0007574726,"domain_scores_codex":[0.9980689,0.0009949378,0.0001648715,0.000201597,0.0004858178,0.00008390574],"domain_scores_gemma":[0.9984688,0.0003119668,0.0007910678,0.00007571669,0.0001918988,0.000160592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1886363,0.006020724,0.4408904,0.005063247,0.006452872,0.0005135842,0.0004610391,0.007807008,0.06789046,0.00153086,0.009873829,0.2648596],"study_design_scores_gemma":[0.01276105,0.09897617,0.8414026,0.0002846442,0.002728701,0.001722993,0.0001078925,0.006257774,0.02230122,0.001163914,0.01220872,0.00008419532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800479,0.006642047,0.004095734,0.0002470986,0.0001256614,0.0009880862,0.003557619,0.0001112579,0.004184559],"genre_scores_gemma":[0.9871901,0.001056215,0.0052084,0.0001744152,0.0001850406,0.000936291,0.003835271,0.00001221375,0.001402235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004887629,"threshold_uncertainty_score":0.02584857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1077084951002788,"score_gpt":0.3424609425528899,"score_spread":0.2347524474526111,"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."}}