{"id":"W4407878129","doi":"10.3390/curroncol32030122","title":"HPV and Cervical Cancer—Biology, Prevention, and Treatment Updates","year":2025,"lang":"en","type":"review","venue":"Current Oncology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cervical cancer; HPV vaccines; Vaccination; Cancer; Diagnostic test; Human papillomavirus; Intensive care medicine; Cancer treatment; HPV infection; Immunology; Internal medicine; Pediatrics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001666982,0.0003344152,0.001986599,0.0002178402,0.00008084769,0.00001624278,0.00009703818,0.0004331564,0.002263877],"category_scores_gemma":[0.0000866768,0.0002247169,0.0002268991,0.0002101159,0.0002819104,0.00001850167,0.0002258614,0.0004846314,0.00001664467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006464455,"about_ca_system_score_gemma":0.001775773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007589396,"about_ca_topic_score_gemma":0.0002900626,"domain_scores_codex":[0.9982507,0.0002555797,0.0004392606,0.0006048265,0.00009383448,0.0003558417],"domain_scores_gemma":[0.9988754,0.0003932062,0.0001098327,0.0002411919,0.0001125639,0.000267816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005069815,0.0003010125,0.0006383466,0.01966284,0.000230674,0.000008052942,0.00002230734,3.045473e-9,3.2042e-8,0.0004465496,0.001914255,0.9767252],"study_design_scores_gemma":[0.001338473,0.00119983,0.0008056659,0.002025604,0.001870675,0.00004993882,0.000009701289,0.000003379346,2.710035e-7,0.0002940932,0.9922449,0.0001574673],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001468445,0.99174,0.000009040658,0.0006200964,0.000612322,0.001309507,0.0001319099,0.00003181022,0.005530647],"genre_scores_gemma":[0.00002008166,0.996826,0.00003415084,0.00005214426,0.0005692475,0.0007893503,0.0004552116,0.00001801136,0.001235839],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9903306,"threshold_uncertainty_score":0.9986482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2614454457851785,"score_gpt":0.5736514758155512,"score_spread":0.3122060300303727,"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."}}