{"id":"W7074177627","doi":"","title":"Risk of Multiple Sclerosis in People Living with HIV: An International Cohort Study","year":2023,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Socialstyrelsen; Canadian Institutes of Health Research; European Genomic Institute for Diabetes","keywords":"Multiple sclerosis; Cohort; Incidence (geometry); Cohort study; Confidence interval; Population; Epidemiology; Human immunodeficiency virus (HIV); Rate ratio","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002849328,0.0001445617,0.0003710908,0.000394092,0.0001660998,0.00001092052,0.0002194971,0.00005068677,0.00005422374],"category_scores_gemma":[0.0001112065,0.0001411919,0.00007984007,0.0009670692,0.00008022362,0.0008351581,0.0002508668,0.0001770493,0.00001871467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001278759,"about_ca_system_score_gemma":0.0000895237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001454488,"about_ca_topic_score_gemma":0.01125709,"domain_scores_codex":[0.9988111,0.0001311956,0.0001439903,0.0003478683,0.0003534468,0.0002124195],"domain_scores_gemma":[0.9991473,0.000270592,0.0001070529,0.0003309736,0.00007761232,0.00006646513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006736839,0.0006387238,0.9934808,0.00003403734,0.0003596576,0.0001397348,0.00383299,0.0002321957,0.00005945662,0.0001976953,0.000264295,0.00008671822],"study_design_scores_gemma":[0.003420077,0.0003652415,0.970736,0.0003260957,0.0001873077,0.000004461442,0.02281264,0.001913814,0.00002069749,0.000007680305,0.00006190135,0.0001441031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958786,0.00002420823,0.0001270641,0.0001490047,0.0001010906,0.0007184906,0.0004874057,0.00007798701,0.002436174],"genre_scores_gemma":[0.9949872,0.0002922122,0.0001565949,0.00001739633,0.00002395822,0.000005809994,0.00004386554,0.00001427027,0.004458647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02274483,"threshold_uncertainty_score":0.6281723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01697723740399762,"score_gpt":0.2164316308302091,"score_spread":0.1994543934262114,"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."}}