{"id":"W3030581028","doi":"10.3390/vaccines8020263","title":"Impact of Influenza Vaccination on All-Cause Mortality and Hospitalization for Pneumonia in Adults and the Elderly with Diabetes: A Meta-Analysis of Observational Studies","year":2020,"lang":"en","type":"review","venue":"Vaccines","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Medicine; Pneumonia; Vaccination; Diabetes mellitus; Pediatrics; Intensive care medicine; Emergency medicine; Internal medicine; Virology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02123654,0.003766294,0.02106003,0.00659515,0.0006854476,0.003996814,0.002452291,0.00254238,0.002150549],"category_scores_gemma":[0.03847072,0.002260649,0.07590429,0.006120942,0.0006800606,0.001868377,0.001920393,0.002736454,0.0002987307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002455519,"about_ca_system_score_gemma":0.002729924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007719166,"about_ca_topic_score_gemma":0.01233906,"domain_scores_codex":[0.9866605,0.006854426,0.003866154,0.001183191,0.001068825,0.0003670106],"domain_scores_gemma":[0.9783553,0.01524947,0.003343327,0.001120181,0.001581499,0.0003503335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002157715,0.00002560013,0.003640784,0.06200416,0.9291489,0.00007042565,0.00003365763,0.0004014604,0.0001026774,0.00003208964,0.0001187025,0.002263832],"study_design_scores_gemma":[0.0003159504,0.0001281516,0.00214723,0.003008116,0.993825,0.00003917078,0.00001615507,0.0001580372,0.00005232371,0.00005606842,0.0002418725,0.00001195532],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01768249,0.9796653,0.001020981,0.0001912212,0.0002838878,0.0003172178,0.0005669691,0.00003788562,0.000233981],"genre_scores_gemma":[0.4089428,0.5813246,0.00449307,0.001011708,0.0004948016,0.001552981,0.001569129,0.00005806817,0.0005529417],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02123654,"threshold_uncertainty_score":0.1123109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1336398858462099,"score_gpt":0.3997728773966779,"score_spread":0.266132991550468,"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."}}