{"id":"W3036820413","doi":"10.1212/wnl.0000000000010024","title":"Comorbidity is associated with disease activity in MS","year":2020,"lang":"en","type":"article","venue":"Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Comorbidity; Disease; Medicine; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002014656,0.0003285351,0.0007700781,0.0006347963,0.0004157384,0.0007287108,0.0002317304,0.0004035369,0.001598632],"category_scores_gemma":[0.007982264,0.0002100148,0.001257768,0.001124229,0.0002548504,0.0003420032,0.000758119,0.0006106299,0.0000961864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002874865,"about_ca_system_score_gemma":0.0004078535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001433974,"about_ca_topic_score_gemma":0.001920849,"domain_scores_codex":[0.9975678,0.00117538,0.0003295238,0.0003639383,0.0003691886,0.0001940284],"domain_scores_gemma":[0.9929124,0.001525047,0.004397189,0.0003091,0.0003219331,0.0005343454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002404387,0.00006325925,0.9900458,0.0001409482,0.0007741126,0.00004492182,0.00002350175,0.0001871734,0.0003341653,0.00003506973,0.00009656321,0.005850005],"study_design_scores_gemma":[0.00005982384,0.0003246308,0.9984434,0.00003379718,0.0003035846,0.0001691759,0.00001549252,0.0003984277,0.00006350372,0.00004782102,0.000135661,0.000004594963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946085,0.003757759,0.0002617382,0.0001266933,0.00002096524,0.00003473993,0.000563774,0.000006070894,0.0006198017],"genre_scores_gemma":[0.9990753,0.0003692239,0.000132991,0.00002625965,0.00003936875,0.00001308583,0.0002899595,0.00000131303,0.00005238452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002014656,"threshold_uncertainty_score":0.01065463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08542289133956327,"score_gpt":0.3237509174811336,"score_spread":0.2383280261415703,"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."}}