{"id":"W2094167104","doi":"10.1371/journal.pone.0115553","title":"Responding to Vaccine Safety Signals during Pandemic Influenza: A Modeling Study","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"School of Medicine, Vanderbilt University; U.S. Food and Drug Administration; Johns Hopkins University; Hamilton Health Sciences Foundation; U.S. Public Health Service; Centers for Disease Control and Prevention; Dartmouth College; Johns Hopkins Bloomberg School of Public Health; Vanderbilt University; U.S. Department of Health and Human Services","keywords":"Vaccination; Context (archaeology); Pandemic; Medicine; Influenza vaccine; Environmental health; Public health; Risk analysis (engineering); Immunology; Coronavirus disease 2019 (COVID-19); Disease; Biology; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002547242,0.001097494,0.0007501356,0.0007976062,0.0007832648,0.001348007,0.001568625,0.002485782,0.002000818],"category_scores_gemma":[0.005170688,0.0004722691,0.001826584,0.0007032077,0.0006186801,0.001258848,0.0008491817,0.001415836,0.0001765518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002745125,"about_ca_system_score_gemma":0.001974664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04219633,"about_ca_topic_score_gemma":0.03064581,"domain_scores_codex":[0.9992883,0.0004025474,0.00002397386,0.0001092066,0.00005029041,0.000125801],"domain_scores_gemma":[0.9939557,0.004876059,0.0005184431,0.000135159,0.0003155963,0.0001990393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001373196,0.0002302063,0.008650351,0.00004157989,0.00008594168,0.0001333634,0.00009947358,0.9868358,0.0002956635,0.001695743,0.0003071038,0.00148741],"study_design_scores_gemma":[0.00004810545,0.0001369912,0.001809884,0.000009896286,0.00004120677,0.00001763704,0.0001155156,0.9966589,0.0001306213,0.000783855,0.0002348416,0.00001255777],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824683,0.0001811746,0.01075324,0.0006874278,0.00002067413,0.0001225973,0.0004596316,0.00004701901,0.005259846],"genre_scores_gemma":[0.9916893,0.0001823481,0.006043562,0.0000971936,0.00002053189,0.0001277555,0.0002523389,0.00001006059,0.001576905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04219633,"threshold_uncertainty_score":0.08390146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1869577329455849,"score_gpt":0.3810117510602827,"score_spread":0.1940540181146978,"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."}}