{"id":"W3122793723","doi":"10.1016/j.athoracsur.2020.10.079","title":"Influenza Vaccination in Patients Undergoing Cardiopulmonary Bypass: The Quest Continues","year":2021,"lang":"en","type":"letter","venue":"The Annals of Thoracic Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"NOSM University; Health Sciences North","funders":"","keywords":"Cardiopulmonary bypass; Medicine; Tumor necrosis factor alpha; Proinflammatory cytokine; Vaccination; Inflammatory response; Immunology; Cytokine; Inflammation; Internal medicine","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":[0.001991365,0.0004045143,0.0008842326,0.0004393112,0.003369915,0.003193155,0.0008558419,0.03262527,0.006240395],"category_scores_gemma":[0.0135843,0.0003659068,0.0007108173,0.0004791931,0.001882644,0.003579959,0.001010357,0.02108594,0.002895686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002029324,"about_ca_system_score_gemma":0.004074462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007810096,"about_ca_topic_score_gemma":0.01381576,"domain_scores_codex":[0.9983809,0.0006829561,0.0002095713,0.0001296864,0.0003332013,0.0002635777],"domain_scores_gemma":[0.9938544,0.002502277,0.0006474114,0.0001387723,0.0007876477,0.002069602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001507096,0.0001553992,0.01441315,0.0001898991,0.00003659838,0.007742924,0.0007652971,0.000107489,0.00063229,0.003875318,0.9336032,0.03832775],"study_design_scores_gemma":[0.0002388918,0.0004557607,0.02224165,0.002792436,0.00009460333,0.01410514,0.005472342,0.0009124001,0.0002819234,0.01729351,0.9359647,0.0001466814],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00141565,0.00172027,0.00004502844,0.9875852,0.005736994,0.000005267534,0.00001588043,0.000009106414,0.003466574],"genre_scores_gemma":[0.01639714,0.005135147,0.0002381578,0.9055033,0.06824747,0.00002619941,0.00003125365,0.00001749558,0.004403854],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03262527,"threshold_uncertainty_score":0.02087623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07358045413009963,"score_gpt":0.3523633613170392,"score_spread":0.2787829071869395,"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."}}