{"id":"W4415258305","doi":"10.2196/70507","title":"Temporal Trends in Cervical Human Papillomavirus Prevalence Among Females in Xiamen, China (2016-2023): Cross-Sectional Study","year":2025,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cervical cancer; Public health; Human papillomavirus; China; Cervical screening; Public health surveillance; Epidemiology; Vaccination; Genotype","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000773043,0.0003513128,0.0002115152,0.0007847183,0.0004821603,0.0004418081,0.0003217619,0.0002717737,0.001026325],"category_scores_gemma":[0.0007017272,0.0003241295,0.0003701259,0.001368714,0.0002125243,0.0004161193,0.0004343066,0.0003031494,0.0001570398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001028736,"about_ca_system_score_gemma":0.0008600041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03567538,"about_ca_topic_score_gemma":0.04855101,"domain_scores_codex":[0.9997107,0.00003364366,0.00004430916,0.00009493971,0.00006127413,0.00005504639],"domain_scores_gemma":[0.9994866,0.00004094033,0.0002091006,0.00005029439,0.0001164607,0.00009663843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001628287,0.000006267815,0.99926,0.00000760778,0.00001817806,0.00002544357,0.00008065548,0.00002231501,0.00009645688,0.000006769456,0.00005827492,0.0004017795],"study_design_scores_gemma":[0.000001430031,0.00001997054,0.9994116,0.000003866858,0.00001617569,0.00006385548,0.0002009623,0.00007529104,0.00003546539,0.000004404953,0.0001653825,0.000001723838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977795,0.0001855576,0.00006778273,0.0000363762,0.000003547567,0.00001680906,0.001655517,0.000004209715,0.0002505808],"genre_scores_gemma":[0.9980161,0.0001551075,0.0001153019,0.00003795859,0.000005146341,0.00002276103,0.001449539,0.000001251548,0.0001968232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03567538,"threshold_uncertainty_score":0.07093543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07014339111185604,"score_gpt":0.4313963258734755,"score_spread":0.3612529347616195,"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."}}