{"id":"W4312126434","doi":"10.3390/vaccines10122113","title":"Does Vaccination Protect against Human Papillomavirus-Related Cancers? Preliminary Findings from the United States National Health and Nutrition Examination Survey (2011–2018)","year":2022,"lang":"en","type":"article","venue":"Vaccines","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Vaccination; Medicine; Human papillomavirus; National Health and Nutrition Examination Survey; Logistic regression; HPV vaccines; HPV infection; Odds ratio; Cancer; Cervical cancer; Propensity score matching; Oncology; Cancer registry; Gynecology; Internal medicine; Immunology; Environmental health; Population","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001408812,0.0001563001,0.0002294065,0.0002798791,0.0008680164,0.00005221346,0.00013682,0.00005822146,0.00247924],"category_scores_gemma":[0.0002358054,0.0000987694,0.0000414372,0.0006072715,0.00002566536,0.0001319277,0.0001355519,0.000402573,0.000006711837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006745455,"about_ca_system_score_gemma":0.0002539585,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01042595,"about_ca_topic_score_gemma":0.001656677,"domain_scores_codex":[0.9977752,0.0005985263,0.0003455497,0.0003617649,0.000665356,0.0002536003],"domain_scores_gemma":[0.9987221,0.0004300014,0.0001319255,0.0001787841,0.00041245,0.0001247208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01308927,0.002412512,0.5718959,0.001785903,0.0008388158,0.00004300657,0.01968037,0.0007830439,0.003915335,0.0007918522,0.1693201,0.2154439],"study_design_scores_gemma":[0.002919502,0.00110273,0.9844623,0.000035899,0.0000128967,0.000004538979,0.001114325,0.002601299,0.0002573415,0.00100643,0.006346473,0.0001363309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880067,0.001466782,0.00001546236,0.008150146,0.0001625803,0.001514022,0.0004212677,0.0000808335,0.0001822834],"genre_scores_gemma":[0.9883676,0.001353338,0.00002041727,0.001237061,0.0001545168,0.00047717,0.00795892,0.00002716405,0.0004038307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4125664,"threshold_uncertainty_score":0.9984326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04461606461045069,"score_gpt":0.3299495401827309,"score_spread":0.2853334755722802,"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."}}