{"id":"W2538163541","doi":"10.1371/journal.pone.0163965","title":"Epidemiology of HPV Genotypes among HIV Positive Women in Kenya: A Systematic Review and Meta-Analysis","year":2016,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Cervical cancer; Genotype; HPV infection; Incidence (geometry); Population; Vaccination; Epidemiology; Meta-analysis; Gynecology; Obstetrics; Internal medicine; Oncology; Cancer; Virology; Biology; Environmental health; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003302143,0.000335398,0.02055249,0.0005365967,0.00001787655,0.000002341348,0.0001959815,0.0002341062,0.007618511],"category_scores_gemma":[0.003017406,0.0001742809,0.001384295,0.0008600092,0.0001659121,0.00003165072,0.0001355897,0.0004086728,0.00007048665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003060091,"about_ca_system_score_gemma":0.000170634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006857688,"about_ca_topic_score_gemma":0.0000341897,"domain_scores_codex":[0.9954455,0.001564919,0.001641275,0.0004991874,0.0003843131,0.0004647735],"domain_scores_gemma":[0.9958745,0.002263373,0.0006399089,0.0006833602,0.0002688058,0.0002701021],"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":[0.000008697033,0.0001796537,0.0001415324,0.8015326,0.1962214,0.00001074141,0.00003120065,4.447894e-9,3.03679e-8,0.00002709169,0.00001038137,0.001836647],"study_design_scores_gemma":[0.0001679393,0.0001288855,0.0008868251,0.07224888,0.9261085,0.000004766468,0.000005920658,0.000001639583,4.102214e-7,0.00005307025,0.0002247899,0.0001683797],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004338282,0.9942358,0.000005897892,0.0003393421,0.000002071837,0.003566604,0.0001985917,0.000009717266,0.001637701],"genre_scores_gemma":[0.00008653896,0.9952717,0.00007793301,0.000264674,0.00002908247,0.001558085,0.00006189973,0.00003012292,0.002619978],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7298871,"threshold_uncertainty_score":0.9939885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2759368427902752,"score_gpt":0.4067968357725942,"score_spread":0.130859992982319,"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."}}