{"id":"W4416222288","doi":"10.1177/0272989x251388915","title":"Vaccination Strategies against HPV Infection and Cervical Cancer in China: A Transmission Modeling Study","year":2025,"lang":"en","type":"article","venue":"Medical Decision Making","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"National Natural Science Foundation of China; Natural Science Foundation of Guangxi Zhuang Autonomous Region","keywords":"Vaccination; Cervical cancer; HPV infection; Transmission (telecommunications); Incidence (geometry); Cancer; Epidemiology; Disease burden; Disease Eradication","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009342803,0.0001419608,0.0003353143,0.0004456092,0.0001242878,0.00007208059,0.00009233164,0.0001892323,0.002780757],"category_scores_gemma":[0.0004144291,0.0001080785,0.00005493926,0.0007382121,0.00002461696,0.000140569,0.0001128048,0.00065063,0.000002784967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001991931,"about_ca_system_score_gemma":0.0003742172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004393941,"about_ca_topic_score_gemma":0.001503829,"domain_scores_codex":[0.9977816,0.00008947517,0.0004526327,0.0003998993,0.001012153,0.0002642534],"domain_scores_gemma":[0.9993346,0.0001832898,0.00002645506,0.0001575036,0.0001202368,0.0001778784],"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":[0.0006370704,0.0003084956,0.04551139,0.0001691249,0.00001710668,0.00006125851,0.0003679284,0.00143191,0.00002636318,0.0001593952,0.00003927648,0.9512707],"study_design_scores_gemma":[0.002349136,0.0001404304,0.579439,0.0004135343,0.00002171573,0.00000322439,0.000253124,0.4148049,0.000006262097,0.002347215,0.0001527511,0.00006867092],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8717958,0.001198165,0.1160867,0.001537015,0.0001671476,0.0005767168,8.074903e-7,0.00005402861,0.008583644],"genre_scores_gemma":[0.9981008,0.001143229,0.0002102283,0.0003358372,0.00009939631,0.00005976429,0.000002572435,0.00001222777,0.000036012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.951202,"threshold_uncertainty_score":0.9981309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02889525165772696,"score_gpt":0.4214361436756057,"score_spread":0.3925408920178787,"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."}}