{"id":"W4384283157","doi":"10.3389/fpubh.2023.1118249","title":"Epidemiology of herpes simplex virus type 1 in Canada: systematic review, meta-analyses, and meta-regressions","year":2023,"lang":"en","type":"review","venue":"Frontiers in Public Health","topic":"Herpesvirus Infections and Treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Weill Cornell Medicine - Qatar; University of Washington; Qatar National Research Fund; Weill Cornell Medical College; Fonds National de la Recherche Luxembourg; Qatar Foundation","keywords":"Seroprevalence; Medicine; Epidemiology; Confidence interval; Meta-analysis; Genital ulcer; Herpes simplex virus; Genital herpes; Herpes Genitalis; Sex organ; Internal medicine; Immunology; Demography; Sexually transmitted disease; Virus; Serology; Human immunodeficiency virus (HIV); Antibody; Biology; Syphilis","routes":{"ca_aff":false,"ca_fund":false,"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":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.005583504,0.0005881718,0.0185133,0.001025875,0.00006853839,0.000004035081,0.0002110032,0.0002761416,0.0001537846],"category_scores_gemma":[0.004830318,0.0003290933,0.000945155,0.002188323,0.00008109825,0.00006278048,0.00008955431,0.0005626171,0.000009796138],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002169418,"about_ca_system_score_gemma":0.01151384,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6111109,"about_ca_topic_score_gemma":0.4922122,"domain_scores_codex":[0.990553,0.00406907,0.003675049,0.0006323306,0.0003289162,0.0007416079],"domain_scores_gemma":[0.9956024,0.001158623,0.001691736,0.0009279624,0.0001199131,0.0004993477],"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":[0.000002093232,0.0001402917,0.000272607,0.8418408,0.04128304,0.00006531191,0.0000181075,5.192966e-7,3.952357e-10,0.00007146142,0.0244,0.09190577],"study_design_scores_gemma":[0.0002426719,0.00007003196,0.00007677571,0.06786035,0.1016477,0.00004742581,0.00005212492,0.00001537992,1.617813e-8,0.00005458397,0.8297081,0.000224888],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000126313,0.993721,0.0001002724,0.001762756,0.0003532528,0.003623053,0.0003378288,0.00002454926,0.00007600741],"genre_scores_gemma":[0.00002918911,0.9952604,0.001358878,0.00145252,0.00001933742,0.001098129,0.0002796181,0.00006300305,0.0004389808],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8053081,"threshold_uncertainty_score":0.9999161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5639723939849177,"score_gpt":0.504520119281394,"score_spread":0.05945227470352377,"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."}}