{"id":"W1902323249","doi":"10.1164/rccm.200802-282oc","title":"Mortality Reduction with Influenza Vaccine in Patients with Pneumonia Outside “Flu” Season","year":2008,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Vaccination; Confounding; Pneumonia; Odds ratio; Confidence interval; Influenza vaccine; Internal medicine; Cohort study; Observational study; Propensity score matching; Pediatrics; Immunology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004195457,0.0002376034,0.0008592571,0.0003259874,0.0001392732,0.000007047225,0.00008744516,0.00004589191,0.00002102814],"category_scores_gemma":[0.0008957666,0.0001389946,0.000046544,0.0005514528,0.001736863,0.0002186325,0.00003231112,0.0006827258,0.000001274148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001580993,"about_ca_system_score_gemma":0.0002756595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007485948,"about_ca_topic_score_gemma":0.00001605298,"domain_scores_codex":[0.9975009,0.0001930962,0.0005815265,0.0002600207,0.001082827,0.0003816266],"domain_scores_gemma":[0.997427,0.0001749103,0.0002018951,0.0002388776,0.001483748,0.0004735115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005055552,0.00015101,0.9828265,0.0001477243,0.0001104378,0.0008352367,0.001432784,0.000006679918,0.0002788854,0.00002758082,0.0001151315,0.009012477],"study_design_scores_gemma":[0.006856191,0.02439278,0.9605708,0.0007102723,0.0002143276,0.0003074381,0.005006624,0.000001101869,0.0001756357,0.000008360629,0.001602106,0.000154395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954506,0.002967727,0.00002812601,0.0009047685,0.00005103564,0.0002341315,0.000004816252,0.00001367436,0.0003451385],"genre_scores_gemma":[0.9967821,0.00008533425,0.0002490973,0.002563906,0.0002823672,0.000007601946,0.000001630633,0.00002381859,0.000004105863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02424177,"threshold_uncertainty_score":0.6399546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04724849244696018,"score_gpt":0.3677862102571635,"score_spread":0.3205377178102033,"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."}}