{"id":"W4409919708","doi":"10.7759/cureus.83191","title":"Prevalence and Genotypic Diversity of High-Risk Human Papillomavirus Among Women of Reproductive Age in Kilifi County, Kenya","year":2025,"lang":"en","type":"article","venue":"Cureus","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Human papillomavirus; Genotype; Demography; Diversity (politics); Gynecology; Genetics; Internal medicine","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":[0.0003463513,0.0002847179,0.0002264648,0.001058209,0.0008874189,0.0004562356,0.0003725729,0.0003880312,0.001337944],"category_scores_gemma":[0.001038163,0.000308371,0.0001482719,0.000829458,0.0004500244,0.000383466,0.0003735737,0.0001812065,0.0001644249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006058178,"about_ca_system_score_gemma":0.0005755737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04152279,"about_ca_topic_score_gemma":0.07755853,"domain_scores_codex":[0.9997595,0.00005076303,0.00002121675,0.00005842332,0.00003417677,0.00007595258],"domain_scores_gemma":[0.9996628,0.00006353309,0.0001355202,0.00001427377,0.00004916986,0.00007476637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000470886,0.00003249202,0.9957163,0.00004196323,0.00001448745,0.0002122015,0.001104644,0.00001514912,0.000900905,0.00001521387,0.0001052741,0.001794305],"study_design_scores_gemma":[0.000003692158,0.00007483412,0.997532,0.00001439155,0.00001126121,0.0003555859,0.001699966,0.00002461639,0.00007552491,0.000006485281,0.0001983033,0.000003163644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992509,0.000207677,0.0000139842,0.00002453739,0.000001710445,0.00002178599,0.000241817,0.000001321983,0.0002362782],"genre_scores_gemma":[0.9994839,0.0001511363,0.0000657319,0.00002377659,0.000002125317,0.00002067285,0.0001258744,5.698331e-7,0.0001261442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04152279,"threshold_uncertainty_score":0.08256221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01965261493747489,"score_gpt":0.3055638845498513,"score_spread":0.2859112696123765,"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."}}