{"id":"W2364421406","doi":"","title":"Progress in epidemiology and prevention strategy research of herpes zoster","year":2013,"lang":"en","type":"article","venue":"Jibing jiance","topic":"Herpesvirus Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epidemiology; Medicine; Incidence (geometry); Beijing; Disease; Communicable disease; Epidemiological surveillance; Environmental health; Pediatrics; China; Public health; Pathology; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.0005754093,0.00005049414,0.0001796641,0.00009712536,0.00003072618,0.000005050176,0.00002100181,0.00006463217,0.00007964957],"category_scores_gemma":[0.0001045289,0.00003949248,0.00002066881,0.0001565657,0.0001256738,0.00007888056,0.00001942227,0.000107128,0.0000320846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003292105,"about_ca_system_score_gemma":0.00003141148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000297322,"about_ca_topic_score_gemma":0.00005464171,"domain_scores_codex":[0.9992382,0.0001517637,0.0002004312,0.0001506125,0.00006561643,0.0001933837],"domain_scores_gemma":[0.9995832,0.0001247475,0.00004321296,0.000128062,0.00007418845,0.00004653542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001789311,0.0001618435,0.4399629,0.00007178812,0.00001867333,0.000005446292,0.00007994698,0.000001629002,0.00008290094,0.0004919799,0.0001397936,0.5589652],"study_design_scores_gemma":[0.0009057156,0.0003612386,0.9920264,0.0003776006,0.000008375065,0.00001376506,0.00008247144,0.0004016643,0.0007031768,0.003338415,0.001736445,0.00004474377],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949561,0.001432255,0.00003368341,0.0005264704,0.00002181824,0.0003690713,5.829181e-7,0.00000995361,0.002650015],"genre_scores_gemma":[0.9976712,0.00009659853,0.00102526,0.00002653827,0.00002464705,0.00008923576,0.000002133263,0.000005950883,0.001058471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5589205,"threshold_uncertainty_score":0.1610456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.183818146870125,"score_gpt":0.4636982562147327,"score_spread":0.2798801093446077,"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."}}