{"id":"W2100497914","doi":"10.1212/wnl.0000000000001718","title":"Effect of comorbidity on mortality in multiple sclerosis","year":2015,"lang":"en","type":"article","venue":"Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":220,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health","funders":"Canadian Institutes of Health Research; EMD Serono; Multiple Sclerosis Society; Bill and Melinda Gates Foundation; Manitoba Medical Service Foundation; Multiple Sclerosis Society of Canada; Public Health Agency of Canada; Public Health Agency; Sanofi; Manitoba Health Research Council; Health Sciences Centre Foundation; Biogen; United States Agency for International Development","keywords":"Comorbidity; Medicine; Population; Hazard ratio; Proportional hazards model; Cohort; Internal medicine; Mortality rate; Cohort study; Diabetes mellitus; Confidence interval; Endocrinology; Environmental health","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":[0.0009615055,0.0002704866,0.0003627024,0.0008420649,0.0003018006,0.0004297368,0.0002139963,0.0003309245,0.0010222],"category_scores_gemma":[0.006368596,0.000115876,0.0006357933,0.0006710328,0.0002470427,0.0003581067,0.0007118257,0.0005068816,0.00008973058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003667728,"about_ca_system_score_gemma":0.0003345792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004050066,"about_ca_topic_score_gemma":0.003814662,"domain_scores_codex":[0.9989516,0.0004368953,0.0000994021,0.0001711709,0.0001917313,0.0001492184],"domain_scores_gemma":[0.9968065,0.0009003046,0.001355697,0.0001482801,0.0002807837,0.0005084296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001931566,0.00001319906,0.9971491,0.00001645893,0.0001871197,0.00006515893,0.00001271297,0.0001829926,0.00009747598,0.00001833991,0.00005172321,0.002012661],"study_design_scores_gemma":[0.000003914874,0.00005977556,0.9992288,0.000007847146,0.00003947458,0.0001686111,0.00001430133,0.0003691207,0.00003427287,0.00002667934,0.00004531281,0.00000186455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976266,0.001435977,0.0001192136,0.0001334916,0.00001206567,0.000003980581,0.0003340344,0.000006295771,0.000328498],"genre_scores_gemma":[0.9995347,0.0001751742,0.00004261407,0.00001155219,0.00001359562,0.000001804589,0.0001883277,8.414275e-7,0.00003142458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004050066,"threshold_uncertainty_score":0.008053005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1947171061248014,"score_gpt":0.3726184688393654,"score_spread":0.177901362714564,"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."}}