{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001707087,0.00100059,0.0008928941,0.001270094,0.0006189434,0.0008764438,0.001810902,0.001123782,0.00295088],"category_scores_gemma":[0.00251685,0.0004510341,0.001692144,0.0009634872,0.0003716612,0.0009657484,0.0008382502,0.000631389,0.0001906333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002710254,"about_ca_system_score_gemma":0.002848986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1345342,"about_ca_topic_score_gemma":0.04640064,"domain_scores_codex":[0.9995365,0.0001887414,0.00002415932,0.00007941785,0.00004397882,0.0001271999],"domain_scores_gemma":[0.9986608,0.000849889,0.0001631621,0.0000505481,0.0001889855,0.00008664161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001025441,0.0002012084,0.03802766,0.0001171748,0.000200567,0.0004908872,0.0001896351,0.9497889,0.0005345597,0.002828622,0.00087443,0.006643747],"study_design_scores_gemma":[0.00002352249,0.00006853471,0.004640687,0.00001202326,0.00007089079,0.0000327754,0.00006915436,0.9941398,0.00008094191,0.000551066,0.0002978381,0.00001273296],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825349,0.0008791872,0.01044885,0.0005467681,0.00002493056,0.000127198,0.00082212,0.0000760827,0.00453994],"genre_scores_gemma":[0.9945844,0.0006204679,0.001909186,0.00006107468,0.00001531087,0.00009685492,0.0003715588,0.00001456181,0.002326638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1345342,"threshold_uncertainty_score":0.2675022,"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."}}