{"id":"W4310573120","doi":"10.2196/37016","title":"Underestimated Prevalence of HIV, Hepatitis B Virus (HBV), and Hepatitis D Virus (HDV) Triple Infection Globally: Systematic Review and Meta-analysis","year":2022,"lang":"en","type":"review","venue":"JMIR Public Health and Surveillance","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Beijing Talents Fund; National Natural Science Foundation of China","keywords":"Medicine; Coinfection; Hepatitis B virus; Virology; Population; Hepatitis D virus; Meta-analysis; Transmission (telecommunications); Hepatitis B; Hepatitis C virus; Hepatitis D; Hepatitis C; Epidemiology; Virus; Internal medicine; HBsAg; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003784873,0.0008523981,0.01279727,0.0006621794,0.0004301637,0.000109138,0.000217473,0.0002615517,0.0005651321],"category_scores_gemma":[0.00261833,0.0006552197,0.000982341,0.002279404,0.0002698186,0.0002022674,0.000354609,0.0005807636,0.000009017971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004487066,"about_ca_system_score_gemma":0.001152932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0201147,"about_ca_topic_score_gemma":0.02837761,"domain_scores_codex":[0.9915202,0.002896846,0.002805152,0.001131377,0.0008839928,0.0007624758],"domain_scores_gemma":[0.9947405,0.0009445054,0.002179195,0.0009728627,0.0003238612,0.0008390282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005741691,0.0001062312,0.05350949,0.9117611,0.02394232,0.00001745518,0.00008244692,6.824069e-8,1.867567e-8,0.00005288913,0.001798674,0.008723532],"study_design_scores_gemma":[0.0009508719,0.001315846,0.0401488,0.03001488,0.1800037,0.0006759668,0.0000117622,0.0001373779,3.667193e-8,0.00002267066,0.7451202,0.001597798],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001118159,0.9883066,0.00007613297,0.001037108,0.00007888347,0.007412928,0.002699394,0.0001280401,0.000149041],"genre_scores_gemma":[0.0004071539,0.9938708,0.0001299121,0.001630744,0.00002736965,0.002750405,0.0005854898,0.00006756441,0.0005305705],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8817462,"threshold_uncertainty_score":0.9995899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1214617426220195,"score_gpt":0.3832074402804436,"score_spread":0.2617456976584241,"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."}}