{"id":"W2885520530","doi":"10.1001/jamaneurol.2018.2109","title":"Association of Inflammation and Disability Accrual in Patients With Progressive-Onset Multiple Sclerosis","year":2018,"lang":"en","type":"article","venue":"JAMA Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Université de Montréal; Hôpital Notre-Dame","funders":"Canadian Institutes of Health Research; Sanofi Genzyme; Ono Pharmaceutical; National Health and Medical Research Council; Debreceni Egyetem; Sanofi; Bayer HealthCare; Multiple Sclerosis Society; Multiple Sclerosis Society of Canada; Teva Pharmaceutical Industries; Postgraduate Institute of Medical Education and Research, Chandigarh; Medical Research Council; Biogen; GlaxoSmithKline","keywords":"Expanded Disability Status Scale; Medicine; Internal medicine; Multiple sclerosis; Hazard ratio; Cohort; Observational study; Pediatrics; Physical therapy; Confidence interval; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002377554,0.0002650526,0.0004761948,0.0007387182,0.0003483068,0.0006616766,0.0004828353,0.0004955579,0.001475375],"category_scores_gemma":[0.009534277,0.000189586,0.0007077593,0.001117333,0.0002902336,0.0006222554,0.0006271737,0.0009676855,0.0001412332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002873183,"about_ca_system_score_gemma":0.0004253748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001608356,"about_ca_topic_score_gemma":0.002066954,"domain_scores_codex":[0.9984479,0.0005663673,0.0001961546,0.000338861,0.0002653182,0.0001853737],"domain_scores_gemma":[0.9940509,0.001323426,0.003347566,0.0005096225,0.0003164309,0.0004521563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003504149,0.00002617966,0.998125,0.00001293575,0.0001229364,0.00002511592,0.00002340338,0.00004525538,0.00005460855,0.00001710565,0.0000440622,0.001153011],"study_design_scores_gemma":[0.00002005152,0.0001364533,0.9991198,0.000008314249,0.00006552362,0.0001581469,0.00004573051,0.0002408816,0.00003931827,0.00005770561,0.0001051586,0.000002873054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980056,0.001037204,0.0001442865,0.00009707775,0.000007254452,0.00000844265,0.0004409483,0.000004108439,0.0002551001],"genre_scores_gemma":[0.999427,0.0001262304,0.0000569956,0.00001473362,0.00001701265,0.000007033183,0.0002815242,0.000001222111,0.00006844569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002377554,"threshold_uncertainty_score":0.01257384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02618730769413449,"score_gpt":0.2766750735547724,"score_spread":0.250487765860638,"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."}}