{"id":"W2140921029","doi":"10.1586/14787210.3.2.263","title":"Epidemiology of community- and nursing home-acquired pneumonia in older adults","year":2005,"lang":"en","type":"review","venue":"Expert Review of Anti-infective Therapy","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Comorbidity; Pneumonia; Epidemiology; Immunosuppression; Asthma; Pneumococcal pneumonia; Disease; Vaccination; Intensive care medicine; Pediatrics; Internal medicine; Immunology; Streptococcus pneumoniae","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":[0.001628839,0.0006600928,0.006534575,0.0005489985,0.0001081207,0.000002035901,0.0002252466,0.0004631736,0.00009393994],"category_scores_gemma":[0.0003948957,0.0004627023,0.0009738728,0.0007311041,0.0006769596,0.00009459144,0.00005608697,0.0008153727,0.000008344957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001987166,"about_ca_system_score_gemma":0.0003012834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001204657,"about_ca_topic_score_gemma":0.000006669642,"domain_scores_codex":[0.9940782,0.003038937,0.001902229,0.0003964132,0.0001794528,0.0004048222],"domain_scores_gemma":[0.9963058,0.001232772,0.001208615,0.0008714472,0.0002318998,0.0001495283],"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":[0.00002067785,0.001118154,0.002053269,0.04800458,0.0002926654,0.000005584795,0.0008326829,5.327215e-8,0.00008666825,0.00004442019,0.0001272273,0.947414],"study_design_scores_gemma":[0.00148441,0.0009124497,0.03025737,0.4423817,0.0003424263,0.0003664113,0.00008431844,8.859611e-7,0.00002222057,0.0000227526,0.5236866,0.0004383836],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005063499,0.9912568,0.00001940303,0.0003478282,0.0002427868,0.002700926,0.00002452086,0.00003904077,0.0003051373],"genre_scores_gemma":[0.001805595,0.9961069,0.00007093927,0.001468432,0.0001918622,0.0002068964,0.00006044202,0.00007905786,0.00000992062],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9469756,"threshold_uncertainty_score":0.9997824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0683824768754011,"score_gpt":0.4346097030068631,"score_spread":0.366227226131462,"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."}}