{"id":"W3199576950","doi":"10.2139/ssrn.3487817","title":"Relative Vaccine Efficacy of High-Dose Versus Standard-Dose Influenza Vaccines in Preventing Probable Influenza in a Medicare Fee-for-Service Population","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Influenza vaccine; Medicine; Live attenuated influenza vaccine; Seasonal influenza; Population; Virology; Vaccination; Environmental health; Coronavirus disease 2019 (COVID-19); Internal medicine; Infectious disease (medical specialty)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003740616,0.0003279708,0.0007635488,0.0004352852,0.0002038151,0.0004495714,0.0004954457,0.0009260905,0.001546707],"category_scores_gemma":[0.007735315,0.0002378801,0.001248043,0.000248268,0.0005079536,0.0008765808,0.000266847,0.0007269743,0.0001578227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003903913,"about_ca_system_score_gemma":0.0004217303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001490181,"about_ca_topic_score_gemma":0.001565036,"domain_scores_codex":[0.9989313,0.0007115667,0.00007176418,0.0001111219,0.0001004001,0.00007371053],"domain_scores_gemma":[0.9963579,0.002802362,0.000298438,0.0001883919,0.0001489217,0.0002039445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6007909,0.008672973,0.2328725,0.001834107,0.007080237,0.0001952772,0.0005314238,0.008559881,0.009565767,0.001206233,0.00111341,0.1275772],"study_design_scores_gemma":[0.03285664,0.3631575,0.5644104,0.0002483268,0.01137527,0.0006288735,0.0007930053,0.01584189,0.00819407,0.001072729,0.00133285,0.00008832649],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969807,0.002141192,0.0001097546,0.0001397169,0.00003182787,0.00001753991,0.00008700215,0.00000749897,0.0004846502],"genre_scores_gemma":[0.9992873,0.0003218579,0.000122868,0.00005316682,0.00002779778,0.000006796817,0.00006767359,0.000001317551,0.0001113213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003740616,"threshold_uncertainty_score":0.01978248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0356326972397407,"score_gpt":0.3619075085103635,"score_spread":0.3262748112706228,"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."}}