{"id":"W4220688229","doi":"10.1093/infdis/jiac108","title":"Age-Specific Prevalence of Anal and Cervical Human Papillomavirus Infection and High-Grade Lesions in 11 177 Women by Human Immunodeficiency Virus Status: A Collaborative Pooled Analysis of 26 Studies","year":2022,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; University of Toronto; University Health Network","funders":"Janssen Pharmaceuticals; National Cancer Institute; Canadian Institutes of Health Research; National Institutes of Health; World Health Organization","keywords":"Anus; Medicine; Cervix; Anal cancer; Cervical cancer; Human papillomavirus; Gynecology; HPV infection; Obstetrics; Anal canal; Human immunodeficiency virus (HIV); Internal medicine; Cancer; Immunology; Surgery; Rectum","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01556471,0.001792174,0.007089132,0.008985709,0.0008282212,0.003310725,0.001360923,0.001393513,0.001573614],"category_scores_gemma":[0.01986965,0.002341743,0.01579791,0.01006718,0.0005958655,0.0009444157,0.002132547,0.0005886424,0.0002938143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001329275,"about_ca_system_score_gemma":0.001668719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008472539,"about_ca_topic_score_gemma":0.01311746,"domain_scores_codex":[0.9844506,0.005595005,0.004808098,0.003212765,0.001439021,0.0004945692],"domain_scores_gemma":[0.9803357,0.008563786,0.006990398,0.001951218,0.001774773,0.0003841241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.006318427,0.00004835334,0.5736333,0.01921666,0.3878154,0.0003877318,0.0004524369,0.0007713971,0.0009098516,0.00007445238,0.0005967518,0.009775233],"study_design_scores_gemma":[0.001236282,0.0007015293,0.4908848,0.004258126,0.498102,0.0006254445,0.0005360412,0.0005101867,0.0005271476,0.0001370904,0.002401237,0.00008018006],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6334103,0.3483083,0.002660174,0.0001495766,0.00008774611,0.0007792902,0.01336019,0.00008620335,0.001158304],"genre_scores_gemma":[0.9611858,0.03097516,0.002241673,0.0001162839,0.00004415725,0.0008637769,0.004216179,0.0000441958,0.0003128411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01556471,"threshold_uncertainty_score":0.08231503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02604174535141741,"score_gpt":0.3430037327994736,"score_spread":0.3169619874480562,"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."}}