{"id":"W2288537637","doi":"10.1212/wnl.84.14_supplement.p1.115","title":"Adverse Impact of Comorbidity on Mortality in Multiple Sclerosis (P1.115)","year":2015,"lang":"en","type":"article","venue":"Neurology","topic":"Agriculture and Biological Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Beekeepers' Association; University of Manitoba","funders":"","keywords":"Comorbidity; Multiple sclerosis; Medicine; Gerontology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001779918,0.000129789,0.0002691424,0.000007965547,0.00004530279,0.000003193126,0.0001735713,0.0001461485,0.00008463011],"category_scores_gemma":[0.0001438146,0.00003635241,0.0001282771,0.0002296761,0.0001194252,0.00003330445,0.00009409995,0.0001657746,0.00002864376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001667225,"about_ca_system_score_gemma":0.000004688714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00387987,"about_ca_topic_score_gemma":0.006070946,"domain_scores_codex":[0.9990142,0.0001661305,0.0001987057,0.0002532121,0.0001215396,0.0002462088],"domain_scores_gemma":[0.9994947,0.0002346969,0.00008501708,0.00004993121,0.00004585568,0.00008977059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002844559,0.0002432008,0.9678913,8.514062e-7,0.00001196909,0.00000916582,0.00003065892,0.00005763667,0.02799634,0.00002735225,0.0008174261,0.002629627],"study_design_scores_gemma":[0.0002494664,0.003099924,0.9948311,0.000002372742,0.000004485836,0.000001944286,0.00002213576,0.00001671329,0.0005799382,0.0001936361,0.0009165246,0.00008178821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998237,0.00004156625,1.243544e-7,0.0005115239,0.00009231697,0.000135338,0.00004050527,0.00002887254,0.0009127145],"genre_scores_gemma":[0.9993327,0.0000476439,0.000002908946,0.0004734542,0.0001014684,0.000008989174,0.00002391951,3.653587e-7,0.000008564512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0274164,"threshold_uncertainty_score":0.5865229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1745775429026079,"score_gpt":0.2760674783979506,"score_spread":0.1014899354953427,"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."}}