{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002414677,0.0002324384,0.001547225,0.0001128005,0.00002175353,0.00001279683,0.00008557711,0.0001117178,0.000001920908],"category_scores_gemma":[0.0003477919,0.0001232194,0.0005666151,0.0003926253,0.0000254508,0.000007463942,0.00004004993,0.00004370699,2.658435e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001162154,"about_ca_system_score_gemma":0.0000512078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002765673,"about_ca_topic_score_gemma":0.0002071167,"domain_scores_codex":[0.9989425,0.0001050535,0.0004594261,0.0002879623,0.0001006348,0.0001044543],"domain_scores_gemma":[0.9988196,0.0001838978,0.0005979038,0.0001677337,0.0002091537,0.00002165772],"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":[0.0003840264,0.00025981,0.1196673,0.008976122,0.8162296,4.097462e-7,0.0003981721,0.0006200673,0.00002575099,0.000338072,0.0001453639,0.05295534],"study_design_scores_gemma":[0.005974421,0.004487685,0.2409267,0.001149275,0.7351703,3.129602e-7,0.0002538164,0.0008399727,0.0000478635,0.0003017965,0.009941707,0.0009061691],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.329752,0.6693793,0.000003695847,0.0000454261,0.000005757136,0.0005735639,0.0002360093,0.000001814389,0.000002441551],"genre_scores_gemma":[0.1135429,0.8855505,0.00002329068,0.00004289867,0.00001476606,0.000228998,0.000573872,0.00001803798,0.000004737569],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2162091,"threshold_uncertainty_score":0.5024743,"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."}}