{"id":"W4323652179","doi":"10.2196/43893","title":"Willingness to Vaccinate Against Herpes Zoster and Its Associated Factors Across WHO Regions: Global Systematic Review and Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"JMIR Public Health and Surveillance","topic":"Herpesvirus Infections and Treatments","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities; China Scholarship Council; Innovation and Technology Commission; Government of Jiangsu Province","keywords":"Vaccination; Willingness to pay; Context (archaeology); Medicine; Meta-analysis; Immunization; Health care; Demography; Environmental health; Immunology; Geography; Internal medicine","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":[0.002510155,0.000731451,0.01023116,0.0002353251,0.0004193247,0.0002270423,0.0001293674,0.0003466212,0.00001774427],"category_scores_gemma":[0.001152267,0.0004576719,0.0008961887,0.002515301,0.00003788326,0.0001316154,0.0001523625,0.0002752075,0.00002625489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003571844,"about_ca_system_score_gemma":0.0004794659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001402107,"about_ca_topic_score_gemma":0.0006931176,"domain_scores_codex":[0.9950133,0.001237931,0.001586705,0.0009369049,0.0003750508,0.0008500862],"domain_scores_gemma":[0.9963796,0.0004967125,0.0008939048,0.0005994778,0.0003045592,0.001325778],"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":[0.000003078285,0.0001264828,0.002255343,0.8920462,0.07168835,0.00002916087,0.0001859519,6.570681e-8,3.086402e-10,0.00003237155,0.0005767401,0.03305629],"study_design_scores_gemma":[0.000883808,0.0003194141,0.00465052,0.03997593,0.07412081,0.0001078855,0.0001464353,0.00001843179,2.191256e-9,0.000008331021,0.8786722,0.001096235],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006519215,0.989466,0.000009746903,0.002396126,0.00005847535,0.006003308,0.001205821,0.000151787,0.0000568416],"genre_scores_gemma":[0.001482275,0.9926438,0.000006434686,0.002622734,0.00002198283,0.00138082,0.0004847114,0.00005678402,0.001300483],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8780954,"threshold_uncertainty_score":0.9997875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1760458979802569,"score_gpt":0.4394085807505377,"score_spread":0.2633626827702809,"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."}}