{"id":"W3135701102","doi":"10.1093/jcag/gwab002.220","title":"A222 ASSOCIATION BETWEEN PROTON PUMP INHIBITOR USE AND DEVELOPMENT OF HEPATIC ENCEPHALOPATHY AND SPONTANEOUS BACTERIAL PERITONITIS IN HOSPITALIZED PATIENTS WITH CIRRHOSIS","year":2021,"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":"Ottawa Hospital","funders":"","keywords":"Medicine; Spontaneous bacterial peritonitis; Hepatic encephalopathy; Gastroenterology; Hepatorenal syndrome; Internal medicine; Cirrhosis; Ascites; Retrospective cohort study; Esophageal varices; Liver disease; Proton-pump inhibitor; Portal hypertension","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":[0.0004254058,0.0001648713,0.0002869679,0.001158359,0.0004587568,0.0006497868,0.0003113912,0.0002729355,0.003006432],"category_scores_gemma":[0.002577471,0.0002489841,0.0004743521,0.001534534,0.0002930223,0.0003306025,0.0004025113,0.0003883797,0.0002027181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007166308,"about_ca_system_score_gemma":0.000732443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01893183,"about_ca_topic_score_gemma":0.02369227,"domain_scores_codex":[0.9993819,0.0001294308,0.0001598562,0.00009077891,0.0001246426,0.0001133836],"domain_scores_gemma":[0.9955515,0.0006158162,0.002730523,0.0001392669,0.0004028236,0.0005600126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002329955,0.000005679789,0.9997423,0.000007515426,0.00001255965,0.00003986165,0.00001110316,0.000003886522,0.00002933588,0.000001848687,0.00002222496,0.0001004386],"study_design_scores_gemma":[0.000001605615,0.00003416659,0.9995323,0.0000077664,0.000009745235,0.0002295582,0.00008489344,0.00003318697,0.00002083569,0.000002700866,0.00004186138,0.000001410495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987164,0.0002807352,0.00002156899,0.00003967481,0.000006386466,0.000008158668,0.0005917135,0.000001978359,0.0003334427],"genre_scores_gemma":[0.9995332,0.00008373557,0.00002805419,0.00001479435,0.000006374827,0.000003910271,0.000279755,5.45355e-7,0.00004970545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01893183,"threshold_uncertainty_score":0.03764325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005683271174393458,"score_gpt":0.1900746676771849,"score_spread":0.1843913965027914,"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."}}