{"id":"W4414670488","doi":"10.1136/bmjopen-2025-100560","title":"Quadrivalent HPV Vaccine Evaluation Study with Addition of the Nonavalent Vaccine (QUEST-ADVANCE): protocol of an observational cohort study","year":2025,"lang":"en","type":"article","venue":"BMJ Open","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; Dalhousie University; McGill University; Centre hospitalier universitaire de Québec; Vancouver Coastal Health; BC Centre for Disease Control; Centre for Advancing Health Outcomes; St. Michael's Hospital; Centre Hospitalier de l’Université de Montréal; BC Children's Hospital; Université Laval; University of British Columbia; BC Cancer Agency; University of Toronto; Women's Health Research Institute","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC; BC Children's Hospital; Children's Hospital Foundation","keywords":"Observational study; Cohort study; Protocol (science); Informed consent; Research ethics; Institutional review board; Public health; Human papillomavirus","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.03664432,0.003871739,0.003976058,0.002026095,0.004096094,0.002418051,0.003511338,0.004471883,0.02181333],"category_scores_gemma":[0.0223978,0.002688216,0.002135349,0.003219522,0.001726832,0.002511879,0.002003198,0.004408893,0.01089767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005123967,"about_ca_system_score_gemma":0.02443415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007129377,"about_ca_topic_score_gemma":0.01032469,"domain_scores_codex":[0.9798283,0.01265841,0.002551052,0.001993732,0.001702425,0.001266116],"domain_scores_gemma":[0.9845947,0.001905354,0.002122987,0.002535519,0.006269112,0.002572305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4205745,0.05088854,0.06618971,0.03735674,0.002723253,0.002033862,0.004655641,0.00751938,0.01243793,0.02000875,0.2323063,0.1433053],"study_design_scores_gemma":[0.3358399,0.05657406,0.1541831,0.01061604,0.001282699,0.0008507279,0.001670675,0.006028693,0.003769513,0.008411915,0.4201159,0.0006567476],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002149263,0.0001755084,0.002182399,0.0001726065,0.0001493931,0.9886141,0.005318782,0.00006497266,0.001173053],"genre_scores_gemma":[0.002105481,0.0001371299,0.00336697,0.000223626,0.00004783319,0.991924,0.001805095,0.000006061406,0.000383868],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03664432,"threshold_uncertainty_score":0.193796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1677003457607456,"score_gpt":0.5273791636275444,"score_spread":0.3596788178667988,"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."}}