{"id":"W4313005897","doi":"10.46234/ccdcw2022.219","title":"Prevalence of High-Risk Human Papillomavirus by Subtypes Among Rural Women Aged 35–64 Years — Guangzhou City, Guangdong Province, China, 2019–2021","year":2022,"lang":"en","type":"article","venue":"China CDC Weekly","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute","funders":"Natural Science Foundation of Guangdong Province; National Natural Science Foundation of China","keywords":"Human papillomavirus; China; Epidemiology; Medicine; Rural area; Demography; Environmental health; HPV infection; Geography; Cervical cancer; Internal medicine; Cancer; Pathology","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":[0.0003066144,0.0002153646,0.0001371866,0.0007426027,0.0003376958,0.0002464943,0.0002540798,0.0002688076,0.001737462],"category_scores_gemma":[0.0005962373,0.0002924119,0.0002704967,0.00102767,0.0002873818,0.0004166807,0.0003014961,0.0002366608,0.0002318818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006901901,"about_ca_system_score_gemma":0.0007420919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09793163,"about_ca_topic_score_gemma":0.1299444,"domain_scores_codex":[0.9998288,0.00002327279,0.00002596311,0.00004645105,0.00004240422,0.00003301206],"domain_scores_gemma":[0.9995984,0.00004327272,0.0001558679,0.00002582447,0.0000708205,0.0001058687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003849957,0.000008518859,0.9983375,0.00001558334,0.00001573748,0.00005070389,0.0001320953,0.00001718281,0.0002136573,0.000008953917,0.0003174392,0.0008440958],"study_design_scores_gemma":[0.000002547057,0.00001252552,0.9995971,0.000003228699,0.000005831117,0.00004702994,0.0001651812,0.0000293178,0.00002011637,0.000003990331,0.0001116421,0.000001523616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975125,0.0003478769,0.00002951617,0.0001633366,0.000009353203,0.00001320661,0.001406802,0.000004747002,0.000512652],"genre_scores_gemma":[0.9983742,0.0002331581,0.00003119229,0.00005531224,0.00001117114,0.00001694098,0.0008167248,0.000001139354,0.0004600593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09793163,"threshold_uncertainty_score":0.1947232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00894866165072324,"score_gpt":0.2688915735228947,"score_spread":0.2599429118721715,"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."}}