{"id":"W4292981368","doi":"10.1016/j.vaccine.2022.08.020","title":"Understanding the public health value and defining preferred product characteristics for therapeutic human papillomavirus (HPV) vaccines: World Health Organization consultations, October 2021—March 2022","year":2022,"lang":"en","type":"article","venue":"Vaccine","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Cancer Institute; Cancer Council NSW; World Health Organization; Universidade de São Paulo; Bill and Melinda Gates Foundation; University of Sydney; Universidad Peruana Cayetano Heredia; University of Cape Town; King's College London; University of Washington; Université Laval; Department of Science and Technology, Ministry of Science and Technology, India; Harvard University","keywords":"Cervical cancer; Context (archaeology); Public health; Medicine; Psychological intervention; HPV vaccines; Family medicine; HPV infection; Cancer; Pathology; Nursing; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001828018,0.0001958736,0.0004548613,0.0003275539,0.001978782,0.0001098505,0.0001722202,0.00002564734,0.003380415],"category_scores_gemma":[0.0003742545,0.0001530182,0.00004789982,0.001616382,0.00002194394,0.00009243749,0.0001876484,0.000506622,0.000004852266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009607002,"about_ca_system_score_gemma":0.0009738203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001479947,"about_ca_topic_score_gemma":0.0002931356,"domain_scores_codex":[0.9975354,0.0003611124,0.0005565054,0.0004744947,0.0004915338,0.0005809492],"domain_scores_gemma":[0.9983958,0.0004177808,0.0002373955,0.000396823,0.0002980491,0.0002541632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002395862,0.001956034,0.3695837,0.003761353,0.001126466,0.00001969702,0.01393419,0.000099975,0.002091909,0.199238,0.09116775,0.3146251],"study_design_scores_gemma":[0.01127598,0.002681222,0.8531207,0.00006777243,0.0001575654,0.0001336841,0.006561733,0.002633317,0.00007683291,0.004095092,0.1186515,0.0005446401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1419345,0.04012875,0.01560994,0.781935,0.001539543,0.01573207,0.001039688,0.0004861045,0.001594382],"genre_scores_gemma":[0.991281,0.001075346,0.0001435918,0.004773225,0.0002467151,0.0002696791,0.001187027,0.00007046575,0.0009529038],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8493466,"threshold_uncertainty_score":0.9993205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1475705456205242,"score_gpt":0.3757110583092544,"score_spread":0.2281405126887301,"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."}}