{"id":"W4404841048","doi":"10.1016/j.lanmic.2024.100955","title":"Global prevalence of cervical human papillomavirus in women aged 50 years and older with normal cytology: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"The Lancet Microbe","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Human papillomavirus; Medicine; Cytology; Gynecology; Obstetrics; Systematic review; Cervical screening; Cervical cancer; MEDLINE; Pathology; Internal medicine; Biology; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001433631,0.0003358624,0.007749546,0.0001487323,0.00003150111,0.00003302659,0.0003267056,0.000148145,0.0009878132],"category_scores_gemma":[0.00004431621,0.0001573619,0.000540089,0.001026217,0.0002581738,0.00002660937,0.000308957,0.0005551325,0.00001297053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001367097,"about_ca_system_score_gemma":0.000114083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001324802,"about_ca_topic_score_gemma":0.000229364,"domain_scores_codex":[0.99751,0.0005774432,0.0007486895,0.0004635049,0.000306247,0.00039411],"domain_scores_gemma":[0.9987512,0.0001235329,0.0002203814,0.0007344608,0.00005539858,0.0001150554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00003214511,0.00002970165,0.0000800603,0.9671426,0.03079206,0.00006155118,0.0001375594,3.379485e-8,3.783431e-7,0.00004299018,0.0002832179,0.001397738],"study_design_scores_gemma":[0.0005702045,0.0001726378,0.004641947,0.04788156,0.9352872,0.0003636367,0.00002382577,5.44797e-7,1.546177e-7,0.00003898108,0.01075959,0.000259696],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001706736,0.9967064,0.000001536856,0.000399848,0.000005735371,0.002178739,0.0002840313,0.00001657598,0.0002365153],"genre_scores_gemma":[0.0006537441,0.9971566,0.00003502355,0.000725474,0.00003703412,0.0004641953,0.00001748839,0.00002343462,0.000887028],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.919261,"threshold_uncertainty_score":0.9999254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0873563093425106,"score_gpt":0.4022479831744908,"score_spread":0.3148916738319802,"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."}}