{"id":"W2949106111","doi":"10.14309/ajg.0000000000000280","title":"Nosocomial Infections Are Frequent and Negatively Impact Outcomes in Hospitalized Patients With Cirrhosis","year":2019,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta","funders":"National Center for Advancing Translational Sciences; U.S. Department of Veterans Affairs","keywords":"Medicine; Cirrhosis; Internal medicine; Spontaneous bacterial peritonitis; Lactulose; Rifaximin; Hepatic encephalopathy; Etiology; Liver disease; Clostridium difficile; Gastroenterology; Intensive care medicine; Antibiotics","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":[0.001098889,0.0004364729,0.0003636504,0.0004289591,0.0005905269,0.0009494147,0.0002992486,0.0004324944,0.00264201],"category_scores_gemma":[0.009087338,0.0001916222,0.0005288974,0.0006165072,0.0003924134,0.0005952859,0.001005554,0.000818633,0.0002781094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004619269,"about_ca_system_score_gemma":0.0009991389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002862372,"about_ca_topic_score_gemma":0.004525179,"domain_scores_codex":[0.9981856,0.0007447602,0.0002266664,0.000129889,0.0003750139,0.0003380278],"domain_scores_gemma":[0.9926576,0.001510803,0.004077127,0.0002371869,0.0006185736,0.0008987274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005430633,0.00003237553,0.9965761,0.00002352454,0.00005872239,0.00005737937,0.00003080642,0.00006714877,0.00005037797,0.00001418056,0.0001668802,0.002868248],"study_design_scores_gemma":[0.000005630765,0.00008610529,0.9988257,0.00004274831,0.00003633463,0.0002601157,0.0001611948,0.0003043538,0.00004994011,0.00006865607,0.0001546517,0.000004451626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965791,0.001534,0.0001802734,0.0004911119,0.00003070058,0.00001428805,0.0002453337,0.0000125189,0.0009126464],"genre_scores_gemma":[0.9992381,0.0003134047,0.00009503693,0.00006387936,0.0000396507,0.000005385816,0.0001655041,0.000001952404,0.00007703764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002862372,"threshold_uncertainty_score":0.008838415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003500413263153772,"score_gpt":0.2371001116311748,"score_spread":0.233599698368021,"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."}}