{"id":"W2336694595","doi":"10.1177/2055217316634111","title":"Delayed-release dimethyl fumarate and disability assessed by the Multiple Sclerosis Functional Composite: Integrated analysis of DEFINE and CONFIRM","year":2016,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal - Experimental Translational and Clinical","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; NeuroRx Research (Canada); Montreal Neurological Institute and Hospital","funders":"Marshall Space Flight Center; Biogen","keywords":"Dimethyl fumarate; Multiple sclerosis; Composite number; Psychology; Physical medicine and rehabilitation; Medicine; Chemistry; Materials science; Immunology; Composite material","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":[],"consensus_categories":[],"category_scores_codex":[0.001393831,0.0003936119,0.001008981,0.0001592677,0.000636111,0.0001102005,0.0001451034,0.0001970601,0.0003519494],"category_scores_gemma":[0.0006883623,0.0002228386,0.0004792207,0.0004767722,0.002399529,0.0003154486,0.000123517,0.0005292219,0.00000295447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008310423,"about_ca_system_score_gemma":0.00008172862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003611098,"about_ca_topic_score_gemma":0.0002015282,"domain_scores_codex":[0.9960955,0.0005671182,0.001396516,0.0006623772,0.0008652903,0.0004131862],"domain_scores_gemma":[0.9937512,0.004687749,0.0003419424,0.0002703262,0.0003580367,0.000590757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002886653,0.00130503,0.6310426,0.00001732851,0.002299701,0.000001340187,0.000168121,0.00001190964,0.3422271,0.00003669879,0.0002414503,0.01976207],"study_design_scores_gemma":[0.0111059,0.0006825834,0.9661843,0.0001885188,0.0009074758,0.00002398698,0.0005151042,0.006432592,0.01343311,0.00003642125,0.0002282196,0.0002617762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881599,0.004133269,0.001742323,0.004538588,0.0001141862,0.0005157253,0.0007403589,0.00002818169,0.00002747798],"genre_scores_gemma":[0.9943632,0.003834314,0.001215747,0.0002289617,0.0001199726,0.00004575083,0.0001269168,0.00002813694,0.00003694077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3351417,"threshold_uncertainty_score":0.9087094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1598994560791916,"score_gpt":0.3631188300911166,"score_spread":0.2032193740119249,"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."}}