{"id":"W2112679280","doi":"10.1016/j.cgh.2012.08.017","title":"High Prevalence of Antibiotic-Resistant Bacterial Infections Among Patients With Cirrhosis at a US Liver Center","year":2012,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":160,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Antibiotics; Odds ratio; Internal medicine; Spontaneous bacterial peritonitis; Cirrhosis; Confidence interval; Rifaximin; Gastroenterology; Microbiology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001265633,0.0001254916,0.000404846,0.0000603675,0.0000572257,0.000002182777,0.00004201062,0.0001613778,0.0002460804],"category_scores_gemma":[0.00001696179,0.00009567134,0.00008428238,0.00003232557,0.0005797361,0.00009536572,0.00004543271,0.0001529176,0.0000124413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001574536,"about_ca_system_score_gemma":0.00001764346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005060719,"about_ca_topic_score_gemma":0.0001696624,"domain_scores_codex":[0.9987856,0.0002087705,0.000396114,0.00023413,0.00007600288,0.0002993532],"domain_scores_gemma":[0.9992594,0.0001247235,0.000162974,0.0001611749,0.00007921753,0.0002125668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007498216,0.001368406,0.990301,0.000234898,0.0003538557,0.0000150756,0.00005829609,8.634413e-8,0.00003904274,0.00003656983,0.00005419382,0.00004034132],"study_design_scores_gemma":[0.005321946,0.003306882,0.9900065,0.00006658055,0.001073833,0.00004551114,0.000003316767,0.000005112675,0.00008001062,0.000003447363,0.00003524196,0.0000516078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990275,0.00004647546,0.00005098903,0.00008108199,0.0003879373,0.0002407712,0.0001176441,0.0000175191,0.0000300665],"genre_scores_gemma":[0.9989129,0.000302683,0.0001300798,0.0004161837,0.00009319688,0.000006346166,0.0001120928,0.000009729457,0.00001680747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00217627,"threshold_uncertainty_score":0.3901364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01362601164890403,"score_gpt":0.2624288742278437,"score_spread":0.2488028625789396,"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."}}