{"id":"W4324136289","doi":"10.12688/f1000research.127474.1","title":"Prevalence of oral HPV among people living with HIV (PLHIV) in Pune, India","year":2023,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development; National Institute on Drug Abuse; Johns Hopkins University; National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of Mental Health; Fogarty International Center; National Heart, Lung, and Blood Institute; amfAR, The Foundation for AIDS Research; National Cancer Institute; National Institute on Alcohol Abuse and Alcoholism; National Institute of Allergy and Infectious Diseases; National Institutes of Health","keywords":"Medicine; Logistic regression; Internal medicine; Oncology; Obstetrics","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":[],"consensus_categories":[],"category_scores_codex":[0.001406718,0.0002785781,0.0008866813,0.0006788677,0.00006562754,0.00002871247,0.0004341842,0.0002445627,0.0005224915],"category_scores_gemma":[0.0008084844,0.0002245405,0.000110134,0.0008067836,0.0003238968,0.00008127058,0.001594472,0.001557701,0.0000872996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002218117,"about_ca_system_score_gemma":0.0009797559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003246584,"about_ca_topic_score_gemma":0.00310853,"domain_scores_codex":[0.9967214,0.0001985784,0.0004676616,0.000682848,0.001224052,0.0007054283],"domain_scores_gemma":[0.9980685,0.0005420428,0.0001197847,0.0007541403,0.0003099625,0.000205628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001553811,0.0001549796,0.9829087,0.007269999,0.0001189182,0.0001368669,0.003780598,0.00005016812,0.00007110865,0.00002373343,0.004124193,0.001205312],"study_design_scores_gemma":[0.0006708484,0.0003474083,0.9914572,0.005858609,0.00005154562,0.000005087306,0.0006141954,0.000388682,0.0002283044,0.00004629217,0.000133308,0.0001985551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875645,0.001104375,0.00002543156,0.001031845,0.0001607218,0.001362934,0.00009255834,0.0001147061,0.008542945],"genre_scores_gemma":[0.9796157,0.003420123,0.0003922925,0.00002295757,0.0001241393,0.0004560823,0.00002599242,0.00008516585,0.01585747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008548423,"threshold_uncertainty_score":0.9156496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06479806845292875,"score_gpt":0.3727221790063975,"score_spread":0.3079241105534687,"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."}}