{"id":"W2202756526","doi":"10.1016/j.mib.2015.11.003","title":"Infection in an aging population","year":2015,"lang":"en","type":"review","venue":"Current Opinion in Microbiology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":240,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Ministry of Education, India; Ministry of Education; Canadian Institutes of Health Research; National Research Foundation; Neurosciences Research Foundation","keywords":"Biology; Pneumonia; Population ageing; Population; Intensive care medicine; Immunology; Environmental health; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004903297,0.000337544,0.0008054347,0.0004065782,0.00003234571,0.00001638092,0.000195247,0.0006689922,0.00001063714],"category_scores_gemma":[0.00002906422,0.0003257019,0.0001382409,0.0002508579,0.00004258281,0.000006782257,0.0001325098,0.0004580216,0.00003590098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002031799,"about_ca_system_score_gemma":0.0002908629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001295486,"about_ca_topic_score_gemma":0.0003702245,"domain_scores_codex":[0.9976737,0.0005642896,0.0006907022,0.0006551133,0.00002855738,0.0003875708],"domain_scores_gemma":[0.9992406,0.000009763524,0.0002773942,0.0003476529,0.00005005807,0.00007450801],"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":[0.00001974754,0.000303696,0.0121726,0.01100906,0.00001934867,6.865232e-7,0.00006025544,0.00001510464,0.001627997,0.00005811325,0.003687203,0.9710262],"study_design_scores_gemma":[0.0003371002,0.0001244612,0.001056725,0.00299019,0.00001347136,0.00005260781,0.000002877671,0.000001479985,0.000003589975,0.00001522926,0.9950826,0.0003197065],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00481791,0.9897535,0.00002173447,0.000007520493,0.004692681,0.0006066746,0.00007380061,0.00001293463,0.00001318315],"genre_scores_gemma":[0.0002568834,0.9824608,0.00004312108,0.00001138548,0.0007170505,0.00006097814,0.0163986,0.00003695464,0.00001424942],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9913954,"threshold_uncertainty_score":0.9999195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1156911969692647,"score_gpt":0.4472512808541635,"score_spread":0.3315600838848988,"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."}}