{"id":"W4210592378","doi":"10.1097/olq.0000000000001612","title":"Epidemiology of Herpes Simplex Virus Type 2 in Canada, Australia, and New Zealand: Systematic Review, Meta-Analyses, and Meta-Regressions","year":2022,"lang":"en","type":"review","venue":"Sexually Transmitted Diseases","topic":"Herpesvirus Infections and Treatments","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Seroprevalence; Meta-analysis; Confidence interval; Epidemiology; Herpes simplex virus; Demography; Internal medicine; Immunology; Virus; Serology; Antibody","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000457774,0.0007194306,0.0105839,0.0003092214,0.0000798371,0.000004815692,0.0001514609,0.0001567914,0.003317671],"category_scores_gemma":[0.0008022327,0.0004070333,0.0009894994,0.0006780818,0.00008788343,0.0000518026,0.00004593401,0.0003301293,0.000004880718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002133041,"about_ca_system_score_gemma":0.002154386,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5887942,"about_ca_topic_score_gemma":0.2998526,"domain_scores_codex":[0.9950096,0.001656573,0.001947401,0.0006547201,0.0003412317,0.0003904636],"domain_scores_gemma":[0.9959632,0.002054356,0.0007044072,0.0006700421,0.00005499119,0.0005530546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00004043242,0.0004739397,0.0004013473,0.8133605,0.1140452,0.0003609424,0.0000302457,0.000003315798,7.825536e-8,0.00003524877,0.004059087,0.0671897],"study_design_scores_gemma":[0.0004257155,0.0001253529,0.0002515708,0.01746345,0.6069998,0.00008978896,0.00001732484,0.000001346824,2.091795e-7,0.000044439,0.3742925,0.0002884874],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001176065,0.995504,0.000004278571,0.0001603584,0.00005429169,0.002463645,0.001659302,0.00002014253,0.00001642334],"genre_scores_gemma":[0.0003247747,0.9959837,0.0001024565,0.0004955678,0.00001831574,0.0006239866,0.0006881524,0.00005069723,0.001712416],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.795897,"threshold_uncertainty_score":0.9998382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3393666205371781,"score_gpt":0.4509242286854824,"score_spread":0.1115576081483043,"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."}}