{"id":"W1938866537","doi":"10.1002/hep.28330","title":"Antibiotic prophylaxis in cirrhosis: Good and bad","year":2015,"lang":"en","type":"review","venue":"Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":205,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Spontaneous bacterial peritonitis; Medicine; Cirrhosis; Antibiotics; Antibiotic prophylaxis; Hepatorenal syndrome; Decompensation; Internal medicine; Intensive care medicine; Ascites; Gastroenterology; Microbiology; Biology","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":[0.0001029525,0.0001887524,0.001175161,0.0002274661,0.00001243091,0.000005164789,0.00004564793,0.000326256,0.00002166621],"category_scores_gemma":[0.000007568497,0.0001452503,0.0000909125,0.0001712385,0.00005617899,0.00002846094,0.00001658524,0.0002382066,0.0001109194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005133545,"about_ca_system_score_gemma":0.000378172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007840301,"about_ca_topic_score_gemma":0.00003904943,"domain_scores_codex":[0.9990192,0.0001295525,0.0002858104,0.0002946949,0.00009133473,0.0001794126],"domain_scores_gemma":[0.9995522,0.00004548392,0.00007686686,0.000175398,0.0000304966,0.0001195775],"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":[0.00004438666,0.000142703,0.04368317,0.05485013,0.0003485931,0.002018677,0.0001594616,3.122005e-9,2.025959e-7,0.0003650492,0.0001080341,0.8982796],"study_design_scores_gemma":[0.001815968,0.0006507048,0.002313348,0.0163412,0.006794175,0.003049166,0.00002420238,0.00001515302,0.00000171642,0.0001325538,0.9684473,0.0004144717],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002268077,0.995708,0.000001534042,0.00002853398,0.0001208885,0.0006211051,0.00002891276,0.00002557241,0.001197367],"genre_scores_gemma":[0.01592623,0.9836108,0.00004135802,0.00005211002,0.00005214698,0.00002240561,0.0002074979,0.00002251223,0.00006491846],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9683393,"threshold_uncertainty_score":0.5923133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05300559741318917,"score_gpt":0.3502174595013561,"score_spread":0.2972118620881669,"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."}}