{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008801189,0.000123273,0.0004775581,0.000141518,0.00002004762,0.000002188403,0.00009982303,0.00009851896,0.00002453141],"category_scores_gemma":[0.00299498,0.00009488043,0.00006803259,0.0001851006,0.0002257609,0.00002392786,0.0001086176,0.0003534071,0.00004388356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003072649,"about_ca_system_score_gemma":0.00003840815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001045823,"about_ca_topic_score_gemma":0.0004557806,"domain_scores_codex":[0.998344,0.0005338468,0.0002298988,0.0002683141,0.000341212,0.0002827152],"domain_scores_gemma":[0.9985049,0.0008506141,0.00005470425,0.0003686393,0.00007629473,0.0001447959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003576739,0.0002380273,0.9790621,0.00007382027,0.00002843836,0.00004148146,0.000104697,0.00005683882,0.01202949,0.000009347366,0.0008770867,0.003901955],"study_design_scores_gemma":[0.004902851,0.008048095,0.9677799,0.0000215344,0.00001613143,0.000004042962,0.000003154242,0.0008925345,0.01780119,0.000008745671,0.0004711323,0.00005062421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966908,0.00004539777,0.000002430422,0.000784537,0.000165227,0.0004850512,0.00001080889,0.00003080931,0.001784946],"genre_scores_gemma":[0.9993668,0.00007313845,0.00001644935,0.0004087054,0.000058518,0.00004792721,0.000006081234,0.00001245731,0.000009926654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01128211,"threshold_uncertainty_score":0.3869112,"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."}}