{"id":"W4389791933","doi":"10.1002/ana.26840","title":"Risk of Multiple Sclerosis in People Living with <scp>HIV</scp>: An International Cohort Study","year":2023,"lang":"en","type":"article","venue":"Annals of Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; AIDS Vancouver; University of British Columbia","funders":"Socialstyrelsen; Canadian Institutes of Health Research; Multiple Sclerosis Society of Canada; European Genomic Institute for Diabetes","keywords":"Multiple sclerosis; Cohort; Human immunodeficiency virus (HIV); Cohort study; Medicine; Gerontology; Environmental health; Family medicine; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.000783345,0.0004761186,0.0003446121,0.001020419,0.001181862,0.0009911305,0.0004651982,0.0005394138,0.001189435],"category_scores_gemma":[0.001392614,0.0004166655,0.000692005,0.001972448,0.0003423873,0.0005427261,0.000667401,0.001033784,0.0002327674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006509139,"about_ca_system_score_gemma":0.0007833283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09883481,"about_ca_topic_score_gemma":0.0809525,"domain_scores_codex":[0.9996069,0.00005967854,0.00003174504,0.0001271456,0.0000797848,0.00009477886],"domain_scores_gemma":[0.9992079,0.00005408993,0.0002746447,0.0001190068,0.0001425081,0.0002018507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001741555,0.00005363483,0.9982346,0.000007267648,0.0001107119,0.00008467366,0.0002009413,0.0000285882,0.00009425019,0.00001972227,0.0001638781,0.0008274419],"study_design_scores_gemma":[0.00002636618,0.00008216061,0.9989021,0.00001364898,0.00007881891,0.0002034897,0.0002383444,0.0001233686,0.00002790997,0.00001496426,0.0002820238,0.00000678853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981699,0.0001941344,0.0000632866,0.00004638858,0.000008805604,0.00002810622,0.001031018,0.000003291233,0.0004550199],"genre_scores_gemma":[0.9979858,0.0003406509,0.0001676368,0.00005613171,0.00001607256,0.00003587007,0.001095152,0.000003306534,0.0002993924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09883481,"threshold_uncertainty_score":0.1965191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.113984192887964,"score_gpt":0.3562896162440086,"score_spread":0.2423054233560446,"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."}}