{"id":"W2070185949","doi":"10.1097/00001432-200404000-00010","title":"Pneumonia in the elderly","year":2004,"lang":"en","type":"review","venue":"Current Opinion in Infectious Diseases","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juravinski Hospital; McMaster University","funders":"","keywords":"Medicine; Pneumonia; Intensive care medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001885183,0.0005250608,0.001298955,0.0008986701,0.0001323731,0.00007183403,0.0002387919,0.0002686302,0.00006936462],"category_scores_gemma":[0.0002225723,0.0003415007,0.0007336065,0.001368353,0.0001310396,0.00009650214,0.00005589472,0.001162996,0.0002604612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005764784,"about_ca_system_score_gemma":0.001225808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002967456,"about_ca_topic_score_gemma":0.00001572463,"domain_scores_codex":[0.9974548,0.0003705603,0.0008445599,0.0005307524,0.0003568544,0.0004424407],"domain_scores_gemma":[0.9986375,0.0002739481,0.0002574352,0.0006067736,0.00005122698,0.0001731287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000420726,0.002218215,0.01130423,0.054223,0.00006811817,0.00003443264,0.0001016656,0.00001321091,1.375083e-7,0.0006515707,0.0009286838,0.9304525],"study_design_scores_gemma":[0.0008063301,0.0003310063,0.005820125,0.04920458,0.0003699977,0.000256712,0.00001838734,8.761634e-7,1.072269e-8,0.0002897064,0.9425741,0.0003282065],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001124377,0.9915159,0.000007215532,0.00009737998,0.005549358,0.001897683,0.00008578544,0.0001321868,0.0006020405],"genre_scores_gemma":[0.001061027,0.996524,3.652289e-7,0.00004114508,0.0008846064,0.001154876,0.0002683298,0.00005292489,0.00001266359],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9416454,"threshold_uncertainty_score":0.9999037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07539748643285099,"score_gpt":0.4082480723175215,"score_spread":0.3328505858846705,"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."}}