{"id":"W2756403772","doi":"10.1093/infdis/jix476","title":"The Impact of Human Papillomavirus Catch-Up Vaccination in Australia: Implications for Introduction of Multiple Age Cohort Vaccination and Postvaccination Data Interpretation","year":2017,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier de l'Université Laval","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Seqirus; Canada Research Chairs; GlaxoSmithKline","keywords":"Vaccination; Medicine; Cervical cancer; Human papillomavirus; Demography; Cohort; Herd immunity; Transmission (telecommunications); Environmental health; Herd; Immunology; Cancer; Internal medicine; Veterinary medicine; Computer science; Telecommunications","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":[],"consensus_categories":[],"category_scores_codex":[0.0010458,0.00009015082,0.0002484247,0.000171306,0.0003167526,0.0000528704,0.0002746673,0.00004397393,0.00004815658],"category_scores_gemma":[0.002273648,0.00005347364,0.00009469979,0.0001162495,0.00005881355,0.0004454826,0.00007673806,0.0001535861,2.41439e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002056389,"about_ca_system_score_gemma":0.0001065704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001200355,"about_ca_topic_score_gemma":0.001076341,"domain_scores_codex":[0.9989638,0.0001114899,0.0004938673,0.0001133551,0.0001988078,0.0001186278],"domain_scores_gemma":[0.9973366,0.0003764992,0.0007655633,0.0005337883,0.0009234991,0.00006410584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00174356,0.0003046508,0.9146703,0.0001543256,0.0002083202,4.900129e-7,0.0003533111,0.0001426703,0.007402561,0.0002357042,0.001182409,0.07360163],"study_design_scores_gemma":[0.002282612,0.0008088442,0.9913928,0.00002428334,0.0002628863,0.00002526037,0.00009551892,0.0008714013,0.0008883951,0.003289608,0.0000126886,0.00004571421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969766,0.0004046075,0.000550916,0.001077774,0.00009944551,0.0007150258,0.00007899154,0.000004973168,0.00009168649],"genre_scores_gemma":[0.9989672,0.0006429818,0.000008922587,0.000005104447,0.0002229716,0.00001675226,0.000090434,0.000009691222,0.00003591823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07672242,"threshold_uncertainty_score":0.2721933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05921020650707956,"score_gpt":0.4397511478414882,"score_spread":0.3805409413344086,"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."}}