{"id":"W2148969651","doi":"10.1093/jnci/djs395","title":"Population-Level Impact of the Bivalent, Quadrivalent, and Nonavalent Human Papillomavirus Vaccines: A Model–Based Analysis","year":2012,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":140,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université Laval; McGill University; Centre Hospitalier de l’Université de Montréal; CancerCare Manitoba; University of Manitoba; BC Cancer Agency; Centre hospitalier universitaire de Québec","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Bivalent (engine); Population; Vaccine efficacy; Vaccination; Cervical intraepithelial neoplasia; Cervical cancer; Oncology; Internal medicine; Gynecology; Immunology; Environmental health; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006634634,0.0001501539,0.0004120467,0.0003199618,0.0002068313,0.00001927053,0.0002994859,0.00006834725,0.0004594015],"category_scores_gemma":[0.0002425362,0.00007628291,0.0007204855,0.0008601329,0.0001162806,0.0002743547,0.00009052224,0.0003586932,7.378683e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007948123,"about_ca_system_score_gemma":0.0007513796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008910774,"about_ca_topic_score_gemma":0.0004771684,"domain_scores_codex":[0.9975029,0.00007818523,0.0005741002,0.0001189979,0.001498332,0.0002274765],"domain_scores_gemma":[0.9980071,0.00006692574,0.0004977629,0.0002050011,0.001028042,0.0001951448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004009232,0.0002546376,0.9465529,0.0001036957,0.001171138,7.044549e-7,0.0001479013,0.04609135,0.001897819,0.0005395678,0.001243015,0.001596341],"study_design_scores_gemma":[0.001686404,0.00007372341,0.9899482,0.00007536785,0.0008946682,0.00002051918,0.000007851055,0.005931889,0.0005710556,0.0003740022,0.0003326873,0.00008365263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952413,0.001365873,0.0003517898,0.001439218,0.0003977719,0.0002590311,0.0001923131,0.000004302598,0.0007483652],"genre_scores_gemma":[0.9983066,0.000134749,0.000171023,0.0004073614,0.0006946193,0.000009401861,0.000007524251,0.00001180371,0.0002569688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04339527,"threshold_uncertainty_score":0.5030124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1654393823038339,"score_gpt":0.4583158204224831,"score_spread":0.2928764381186492,"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."}}