{"id":"W4280632828","doi":"10.1371/journal.pone.0268521","title":"Identifying risk factors for prevalent anal human papillomavirus type 16 infection in women living with HIV","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; University of Toronto; St. Michael's Hospital; St. Paul's Hospital; University of Calgary; Centre Hospitalier de l’Université de Montréal; McGill University; University of British Columbia","funders":"Department of Family and Community Medicine, University of Toronto; Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; McGill University Health Centre; University of Toronto; ViiV Healthcare; McGill University; Gilead Sciences; Bristol-Myers Squibb","keywords":"Medicine; Anal cancer; HPV infection; Genotyping; Logistic regression; Cervical cancer; Gynecology; Internal medicine; Risk factor; Odds ratio; Cancer; Genotype; Biology","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":[0.0007150474,0.0002034532,0.0001924654,0.0005456083,0.0003689962,0.000508839,0.0002683559,0.0003921638,0.001484153],"category_scores_gemma":[0.002747826,0.0002271237,0.0002430038,0.0005199599,0.0001633547,0.0004081892,0.00037873,0.0005281988,0.0001256188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001313404,"about_ca_system_score_gemma":0.0005251259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008353072,"about_ca_topic_score_gemma":0.009045436,"domain_scores_codex":[0.9997984,0.00006152369,0.00002437872,0.00003288148,0.00003738467,0.00004539977],"domain_scores_gemma":[0.9991509,0.0002825049,0.0003257701,0.00003629803,0.00008018072,0.0001244092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002081679,0.00002828125,0.9977719,0.00001156883,0.000009522207,0.00001766154,0.0000598407,0.00001547611,0.00003776273,0.000005158362,0.00005419258,0.001967706],"study_design_scores_gemma":[0.000006871936,0.0001453413,0.9983732,0.00006400295,0.00003545802,0.0002108026,0.0005526587,0.000235137,0.00006417158,0.0000462401,0.000262517,0.000003553081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980016,0.000984262,0.00009665723,0.0001532229,0.00001018634,0.00002299573,0.0002380843,0.000005210998,0.0004876285],"genre_scores_gemma":[0.9991001,0.0004315513,0.0001423898,0.00004492422,0.000009174426,0.0000118203,0.0001449219,8.863622e-7,0.0001143099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008353072,"threshold_uncertainty_score":0.01660895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1029993796932783,"score_gpt":0.3384372153555144,"score_spread":0.2354378356622361,"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."}}