{"id":"W4205826131","doi":"10.1371/journal.pone.0262072","title":"Influenza vaccine in chronic obstructive pulmonary disease among elderly male veterans","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sanofi (Canada); University of Guelph; University of Manitoba","funders":"Office of Rural Health; Sanofi Pasteur; Genentech; Health Services Research and Development; Sanofi; Office of Research and Development; Pfizer; U.S. Department of Veterans Affairs","keywords":"Medicine; Vaccination; COPD; Hazard ratio; Influenza vaccine; Proportional hazards model; Medical record; Internal medicine; Pneumonia; Epidemiology; Emergency medicine; Intensive care medicine; Immunology; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0009946711,0.0001327667,0.000186591,0.0002451375,0.0001791038,0.0003131124,0.0001722196,0.0002643639,0.001027472],"category_scores_gemma":[0.002933194,0.00008901554,0.0004569921,0.0002889693,0.0001053161,0.000214191,0.0003222042,0.0003198973,0.00009847646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002575021,"about_ca_system_score_gemma":0.0004460661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005622931,"about_ca_topic_score_gemma":0.006110331,"domain_scores_codex":[0.9996504,0.0001402235,0.00002734795,0.00004637217,0.0000590004,0.00007674107],"domain_scores_gemma":[0.9992505,0.0001786296,0.0003540934,0.00003036303,0.00007890003,0.0001075127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001378889,0.00006091684,0.9941667,0.00003791231,0.00008831025,0.00003322028,0.0000371963,0.00006672157,0.00008188162,0.00002660559,0.0003088138,0.004953728],"study_design_scores_gemma":[0.0000215617,0.0003215625,0.9983285,0.00004548694,0.00006439094,0.00009211638,0.00009697617,0.0003811764,0.0000581367,0.00004076688,0.0005477333,0.000001604425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963329,0.002107342,0.00007224541,0.0003435229,0.00003961331,0.00001651669,0.0004089226,0.000004368122,0.000674556],"genre_scores_gemma":[0.9990562,0.0004252579,0.0000455082,0.00009532186,0.00003679972,0.000008685591,0.0001982692,6.398245e-7,0.0001334024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005622931,"threshold_uncertainty_score":0.0111804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07911708791931404,"score_gpt":0.3186746100364256,"score_spread":0.2395575221171116,"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."}}