{"id":"W4281853699","doi":"10.3390/vaccines10060899","title":"Influenza Vaccination and COVID-19 Outcomes in People Older than 50 Years: Data from the Observational Longitudinal SHARE Study","year":2022,"lang":"en","type":"article","venue":"Vaccines","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"National Institute on Aging; Deanship of Scientific Research, King Saud University; European Commission","keywords":"Vaccination; Medicine; Confounding; Logistic regression; Propensity score matching; Observational study; Influenza vaccine; Coronavirus disease 2019 (COVID-19); Cohort study; Demography; Internal medicine; Immunology; Disease","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008146683,0.0001694161,0.0003393031,0.0001676982,0.0003732597,0.00005946454,0.0004795112,0.00003026611,0.001481692],"category_scores_gemma":[0.002241066,0.0001219883,0.00003372105,0.0004930324,0.00001442932,0.0002792443,0.001663781,0.000338535,0.00001712135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001894455,"about_ca_system_score_gemma":0.0002361526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005163547,"about_ca_topic_score_gemma":0.00941955,"domain_scores_codex":[0.9980109,0.0002054248,0.000340176,0.0004965069,0.00069172,0.0002552307],"domain_scores_gemma":[0.9980405,0.0009191899,0.00009176166,0.000755269,0.00009814013,0.00009515719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002859426,0.0003459093,0.9836018,0.0000288833,0.0001585735,0.00003072103,0.003948176,0.00008667859,0.0000138465,0.00002390824,0.01106675,0.0004087817],"study_design_scores_gemma":[0.003795215,0.000154067,0.9772834,0.00001053691,0.00006186059,0.000005932131,0.005958403,0.000490519,0.00000132743,0.000103169,0.01201515,0.0001204054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893745,0.00175945,0.000009327516,0.006777314,0.00008475679,0.00118957,0.0007209634,0.00004964657,0.00003451564],"genre_scores_gemma":[0.9950584,0.00005579865,0.00007391905,0.003673784,0.0001422974,0.0002816572,0.0004534652,0.00002213528,0.0002385487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006318414,"threshold_uncertainty_score":0.9994311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3208589922754517,"score_gpt":0.4557117707411382,"score_spread":0.1348527784656865,"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."}}