{"id":"W2167837363","doi":"10.1016/j.cgh.2014.11.019","title":"Risk of Bacterial Infection in Patients With Cirrhosis and Acute Variceal Hemorrhage, Based on Child–Pugh Class, and Effects of Antibiotics","year":2014,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":119,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"","keywords":"Medicine; Antibiotics; Odds ratio; Internal medicine; Cirrhosis; Confidence interval; Liver disease; Model for End-Stage Liver Disease; Antibiotic prophylaxis; Retrospective cohort study; Surgery; Gastroenterology; Liver transplantation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003226844,0.0003876174,0.0005044407,0.0007683102,0.000629025,0.0006191464,0.0002724246,0.0007400404,0.002985788],"category_scores_gemma":[0.002020142,0.000381673,0.001012569,0.0008144225,0.0003953021,0.0006195661,0.0004752256,0.00114928,0.0002960446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003556203,"about_ca_system_score_gemma":0.0004215646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004201456,"about_ca_topic_score_gemma":0.004378384,"domain_scores_codex":[0.9996679,0.0001009549,0.00003031997,0.00004065917,0.00005535371,0.0001049838],"domain_scores_gemma":[0.9986626,0.0003304532,0.0004189117,0.00005460624,0.00005959613,0.0004737913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005831043,0.00005151472,0.9982516,0.000007031601,0.00006301839,0.0001484403,0.00002820293,0.00003881592,0.0001033146,0.00002107509,0.00007039549,0.0006333849],"study_design_scores_gemma":[0.00001991249,0.0001832219,0.9987572,0.00000677195,0.00004143601,0.0004421285,0.0001537375,0.0002470943,0.00002456609,0.00004963623,0.00006821319,0.000005973262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982592,0.0005745099,0.00004226149,0.0001286604,0.00001530456,0.000004321489,0.0001368523,0.000002753783,0.0008361107],"genre_scores_gemma":[0.9994215,0.0001841909,0.00003944622,0.00003850607,0.00003904432,0.000003557236,0.000135994,0.000001665488,0.000136078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004201456,"threshold_uncertainty_score":0.009988427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003700987050413304,"score_gpt":0.2374829402594925,"score_spread":0.2337819532090792,"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."}}