{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003931257,0.0007376725,0.001099075,0.000258223,0.001914032,0.0004494038,0.000888532,0.0003398681,0.0002059418],"category_scores_gemma":[0.008359969,0.0003886552,0.0006807664,0.0005046615,0.00154359,0.001030038,0.0005047283,0.001213493,0.00002408679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001543771,"about_ca_system_score_gemma":0.000598993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001068239,"about_ca_topic_score_gemma":0.001180311,"domain_scores_codex":[0.9930744,0.0006842511,0.00169758,0.001173961,0.001317143,0.002052621],"domain_scores_gemma":[0.9927205,0.003136741,0.000728306,0.001285345,0.001044766,0.001084314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00505318,0.001045841,0.1859689,0.0001229237,0.0001824455,0.000009367731,0.0005389323,0.000003918944,0.2341591,0.000008225185,0.001164898,0.5717423],"study_design_scores_gemma":[0.0247714,0.001683706,0.9294865,0.001932054,0.00007745431,0.00005160897,0.001133462,0.005507064,0.03017903,0.0001018417,0.004477372,0.0005984796],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788836,0.002260264,0.001884585,0.00962396,0.0008657922,0.005840669,0.0003606566,0.0002064641,0.00007406957],"genre_scores_gemma":[0.9846562,0.002448692,0.009266717,0.0001928565,0.001182227,0.001895613,0.00003849072,0.0001459516,0.0001732311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7435176,"threshold_uncertainty_score":0.999993,"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."}}