{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003967592,0.0003206707,0.0004527069,0.000293555,0.0001563242,0.0003209561,0.0003550285,0.0005049524,0.0006402941],"category_scores_gemma":[0.01348357,0.000113391,0.0007606057,0.0002299643,0.0005249968,0.000232613,0.0003173502,0.0004718843,0.00009289101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002220678,"about_ca_system_score_gemma":0.0003910484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001169816,"about_ca_topic_score_gemma":0.0009216825,"domain_scores_codex":[0.9979955,0.001334287,0.0001518935,0.0001745883,0.0002536705,0.00009005935],"domain_scores_gemma":[0.9944555,0.003334749,0.001574951,0.0002686617,0.0001995224,0.0001666257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004417511,0.0001826624,0.979211,0.0003604857,0.0006057068,0.00008782463,0.00006963566,0.000834989,0.001156302,0.0001421077,0.0002400082,0.01269175],"study_design_scores_gemma":[0.0002250356,0.00328493,0.9919239,0.00007477734,0.0006099626,0.0002753644,0.00004705362,0.001520796,0.001211271,0.0003435276,0.0004761819,0.000007210994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941924,0.003162123,0.0009091184,0.0005980317,0.00003120665,0.0000439412,0.0001661805,0.00001432589,0.0008826769],"genre_scores_gemma":[0.9989482,0.0003572168,0.0003722845,0.0001322096,0.00004669017,0.00001441451,0.00009847033,9.641712e-7,0.00002960328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003967592,"threshold_uncertainty_score":0.02098292,"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."}}