{"id":"W3008670295","doi":"10.1093/jcag/gwz047.069","title":"A70 ASSOCIATION BETWEEN PROTON PUMP INHIBITOR USE IN HOSPITALIZED CIRRHOTICS AND DEVELOPMENT OF HEPATIC ENCEPHALOPATHY AND SPONTANEOUS BACTERIAL PERITONITIS","year":2020,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Spontaneous bacterial peritonitis; Hepatic encephalopathy; Hepatorenal syndrome; Cirrhosis; Internal medicine; Gastroenterology; Ascites; Retrospective cohort study; Proton-pump inhibitor; Esophageal varices; Omeprazole; Upper gastrointestinal bleeding; Liver disease; Hepatocellular carcinoma; Portal hypertension; Endoscopy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004672995,0.0001450961,0.0002372459,0.001148895,0.0003838646,0.0006671816,0.0002446672,0.0002899874,0.002789576],"category_scores_gemma":[0.003377993,0.0002551604,0.0003652434,0.001275444,0.0002776093,0.0003803886,0.0004127222,0.0003604972,0.0001975021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005252378,"about_ca_system_score_gemma":0.0005353555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009804052,"about_ca_topic_score_gemma":0.01302533,"domain_scores_codex":[0.9993407,0.0001480829,0.0001738281,0.00009432582,0.0001217845,0.0001213047],"domain_scores_gemma":[0.9951449,0.0008395237,0.002831635,0.0001505563,0.0003970013,0.0006362991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002862142,0.000005010697,0.9997552,0.000004654561,0.000007585962,0.00003295044,0.000009069213,0.000003297718,0.00002518133,0.00000191897,0.00001470915,0.0001118624],"study_design_scores_gemma":[0.000001597161,0.00003836448,0.9995228,0.00000588578,0.000008670732,0.0002393284,0.00008303365,0.0000377759,0.00002153732,0.000003245357,0.00003651598,0.000001316414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990163,0.0002387989,0.00002713786,0.00003675364,0.000005469572,0.000005837708,0.0003364998,0.000001991502,0.0003311615],"genre_scores_gemma":[0.9996742,0.00006459996,0.00002828474,0.00001205847,0.00000596724,0.000002816983,0.0001698294,4.909461e-7,0.00004180955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009804052,"threshold_uncertainty_score":0.01949394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0111075984479785,"score_gpt":0.2081405486182276,"score_spread":0.1970329501702491,"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."}}