{"id":"W4211255725","doi":"10.1136/bmjopen-2021-059968","title":"Impact of one and two human papillomavirus (HPV) vaccine doses on community-level HPV prevalence in South African adolescent girls: study protocol and rationale for a pragmatic before–after design","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"National Health and Medical Research Council; Medical Research Council; Bill and Melinda Gates Foundation","keywords":"Medicine; Cervical cancer; Human papillomavirus; HPV vaccines; Low and middle income countries; Incidence (geometry); Human papillomavirus vaccine; Population; Developing country; Family medicine; Public health; Schedule; Epidemiology; Environmental health; HPV infection; Demography; Cancer; Internal medicine; Nursing; Economic growth","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07098836,0.006184007,0.006888554,0.003263917,0.005378886,0.003120962,0.004867068,0.008158035,0.0331552],"category_scores_gemma":[0.06090952,0.004007953,0.006806674,0.003232798,0.004908528,0.00360887,0.003477864,0.006739229,0.007648012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006385306,"about_ca_system_score_gemma":0.02221834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004526573,"about_ca_topic_score_gemma":0.005706884,"domain_scores_codex":[0.9612993,0.02505583,0.005056139,0.002725962,0.003296597,0.002566227],"domain_scores_gemma":[0.9704102,0.007898855,0.005132541,0.004280565,0.00892881,0.003349045],"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":[0.6367209,0.1207648,0.01641374,0.03313468,0.003455591,0.001375075,0.003814036,0.005850113,0.006353851,0.01307679,0.02118712,0.1378534],"study_design_scores_gemma":[0.5096831,0.3255146,0.0304406,0.0101601,0.002735045,0.0003100479,0.001794836,0.004678987,0.005952386,0.01171796,0.09641543,0.0005969573],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002528862,0.00007716578,0.001158703,0.00007536278,0.0001223382,0.9952568,0.0004226506,0.00001818902,0.0003399158],"genre_scores_gemma":[0.001621359,0.00005584438,0.002030059,0.00009528865,0.00001944488,0.9959831,0.00006707586,0.000002549874,0.0001252641],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07098836,"threshold_uncertainty_score":0.3754268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.273506039275885,"score_gpt":0.5105253499514117,"score_spread":0.2370193106755267,"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."}}