{"id":"W1971677629","doi":"10.1016/j.vaccine.2014.10.079","title":"Expected cost effectiveness of high-dose trivalent influenza vaccine in US seniors","year":2014,"lang":"en","type":"article","venue":"Vaccine","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sanofi (Canada)","funders":"","keywords":"Medicine; Medicaid; Public health; Cost effectiveness; Influenza vaccine; Health care; Vaccination; Family medicine; Internal medicine; Virology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001267196,0.0003226619,0.001100322,0.0006530649,0.00006390103,0.000010256,0.000198778,0.0001401904,0.0001874734],"category_scores_gemma":[0.002191459,0.0002557068,0.0001278807,0.001007139,0.00002337515,0.0001130509,0.000205293,0.0004034782,0.0000793166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002618068,"about_ca_system_score_gemma":0.00009521363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009819722,"about_ca_topic_score_gemma":0.0001431641,"domain_scores_codex":[0.9972451,0.0004723419,0.0006945907,0.0004612318,0.0005380284,0.0005887055],"domain_scores_gemma":[0.9976686,0.0008518942,0.0001635993,0.000694309,0.0004204586,0.0002011955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01305955,0.0008646421,0.8904954,0.001376409,0.000317378,0.00008595679,0.0003692498,0.0004353309,0.08431531,0.0004574242,0.0007549187,0.00746846],"study_design_scores_gemma":[0.02410133,0.0009129947,0.9146294,0.0005452872,0.00007387188,0.00001478784,0.00005130412,0.0002210028,0.05447063,0.0001027678,0.004665186,0.0002114609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964768,0.0008479092,0.00009576096,0.0002241808,0.0001538222,0.001580857,0.00001696244,0.00009218209,0.0005115646],"genre_scores_gemma":[0.9988016,0.0001448782,0.0002506103,0.0002910491,0.0001589782,0.0001830785,0.00002372894,0.00004977448,0.00009630172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02984468,"threshold_uncertainty_score":0.9999895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0420534880046676,"score_gpt":0.3629315439364588,"score_spread":0.3208780559317912,"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."}}