{"id":"W4295846606","doi":"10.1080/21645515.2022.2117967","title":"Effectiveness of influenza vaccination on in-hospital death in older adults with respiratory diseases","year":2022,"lang":"en","type":"article","venue":"Human Vaccines & Immunotherapeutics","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Research and Development; Peking University; Capital Health","keywords":"Medicine; Vaccination; Odds ratio; Pneumonia; Influenza vaccine; Internal medicine; Confounding; Confidence interval; Logistic regression; Pediatrics; Immunology","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":[0.002508158,0.000380397,0.0008437752,0.0003427429,0.0002102372,0.0004445969,0.0004175139,0.0005517161,0.0006470482],"category_scores_gemma":[0.008764689,0.0002075175,0.001779226,0.000334725,0.0001541301,0.0005297847,0.0003853435,0.0005819302,0.00009328469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004068214,"about_ca_system_score_gemma":0.0003626519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003835623,"about_ca_topic_score_gemma":0.00599037,"domain_scores_codex":[0.9984113,0.0008915841,0.0001829947,0.0001770289,0.000166885,0.0001700896],"domain_scores_gemma":[0.9963406,0.00152617,0.001065195,0.0002525222,0.0002866653,0.0005287859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003482452,0.0003332247,0.975934,0.0002249822,0.003001251,0.00006159776,0.00007016589,0.0005120967,0.000204057,0.00004354941,0.0003977011,0.015735],"study_design_scores_gemma":[0.00007841462,0.0006035535,0.9971398,0.00005270958,0.00104645,0.00003319495,0.00003192997,0.0007126945,0.00008017103,0.00004224156,0.0001733039,0.000005431712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991495,0.006822065,0.00008731497,0.0003274379,0.00007917047,0.0000115547,0.0003480327,0.000006708741,0.0008228055],"genre_scores_gemma":[0.9989943,0.000579158,0.0000363144,0.0000768059,0.00004361785,0.000005221187,0.0002054854,0.000001119663,0.00005815467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003835623,"threshold_uncertainty_score":0.0132646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03527531605565714,"score_gpt":0.3529871448681545,"score_spread":0.3177118288124974,"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."}}