{"id":"W2440142086","doi":"10.1093/cid/ciw397","title":"Two Birds With One Stone: Estimating Population Vaccination Coverage From a Test-negative Vaccine Effectiveness Case-control Study","year":2016,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital; McGill University","funders":"GlaxoSmithKline; Pfizer","keywords":"Medicine; Rotavirus; Generalizability theory; Vaccination; Confidence interval; Rotavirus vaccine; Proxy (statistics); Population; Confounding; Environmental health; Demography; Statistics; Immunology; Internal medicine; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.09172758,0.0009923744,0.001736533,0.002652884,0.001181198,0.002586393,0.002418558,0.003119466,0.001214685],"category_scores_gemma":[0.2726974,0.0008408417,0.002189731,0.001714821,0.0027235,0.002252068,0.001521631,0.002355706,0.0002211611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002201769,"about_ca_system_score_gemma":0.002842819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05221284,"about_ca_topic_score_gemma":0.05480272,"domain_scores_codex":[0.8902442,0.09722757,0.00297433,0.004464006,0.004620647,0.0004690793],"domain_scores_gemma":[0.849017,0.1273423,0.00738572,0.01128969,0.004147548,0.0008177306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002985185,0.0004056606,0.6327568,0.001531745,0.009572134,0.001598917,0.002508562,0.0321662,0.002952933,0.03265836,0.006690761,0.2741728],"study_design_scores_gemma":[0.003342786,0.007529831,0.4967673,0.005311059,0.008245147,0.004187682,0.003158788,0.3040994,0.009116305,0.1251656,0.03211458,0.0009615723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2124718,0.006573393,0.7573922,0.01307797,0.0007750052,0.003745154,0.001073766,0.0003328639,0.004557953],"genre_scores_gemma":[0.6134043,0.00127215,0.3713412,0.009096352,0.000342876,0.00242608,0.0004318005,0.00007020069,0.001615108],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09172758,"threshold_uncertainty_score":0.4851076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03168651826967378,"score_gpt":0.3946391441702877,"score_spread":0.3629526259006139,"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."}}