{"id":"W4323350939","doi":"10.1093/jcag/gwac036.253","title":"A253 PRIMARY PROPHYLAXIS FOR SPONTANEOUS BACTERIAL PERITONITIS IN HOSPITALIZED CIRRHOTIC PATIENTS WITH LOW PROTEIN ASCITES AND RENAL DYSFUNCTION OR LIVER FAILURE: A RETROSPECTIVE REVIEW FROM A TERTIARY CENTRE IN BRITISH COLUMBIA","year":2023,"lang":"en","type":"review","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 British Columbia","funders":"","keywords":"Spontaneous bacterial peritonitis; Medicine; Ascites; Cirrhosis; Hepatorenal syndrome; Internal medicine; Creatinine; Gastroenterology; Renal function; Incidence (geometry); Retrospective cohort study; Liver function; Surgery","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":[0.0006183364,0.0002895311,0.000735055,0.003133493,0.001110981,0.001322225,0.0008274931,0.0005148879,0.001922073],"category_scores_gemma":[0.003621766,0.0004653,0.0003915415,0.007543799,0.0004588106,0.0002190821,0.0006622072,0.0003322297,0.0002488754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005688439,"about_ca_system_score_gemma":0.009793065,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5584848,"about_ca_topic_score_gemma":0.6592856,"domain_scores_codex":[0.9983166,0.0002374623,0.0004574601,0.00020497,0.0005404826,0.0002429295],"domain_scores_gemma":[0.9926553,0.001097383,0.003236484,0.0001995017,0.0020206,0.0007908301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001431425,0.00003973885,0.9884614,0.001037702,0.0001292321,0.001651377,0.0004994476,0.00003397427,0.0003909336,0.00002161652,0.0007132579,0.00687818],"study_design_scores_gemma":[0.00002158581,0.0001036699,0.9940655,0.0006403712,0.0001499443,0.001982876,0.001266339,0.00008389378,0.0001284609,0.000006150225,0.001539433,0.00001162346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698753,0.02430172,0.0001055923,0.0001917205,0.00002570219,0.0001626539,0.002720059,0.00001274392,0.002604463],"genre_scores_gemma":[0.9882158,0.009765284,0.0001469345,0.0002643987,0.00002255287,0.0000758731,0.00112757,0.00000469077,0.0003769704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4415152,"threshold_uncertainty_score":0.8882307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004843350680601483,"score_gpt":0.196098042898615,"score_spread":0.1912546922180135,"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."}}