{"id":"W2914494495","doi":"10.14309/ajg.0000000000000044","title":"Outcomes in Patients With Cirrhosis on Primary Compared to Secondary Prophylaxis for Spontaneous Bacterial Peritonitis","year":2019,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; U.S. Department of Veterans Affairs","keywords":"Medicine; Spontaneous bacterial peritonitis; Propensity score matching; Cirrhosis; Antibiotic prophylaxis; Internal medicine; Incidence (geometry); Liver disease; Acute kidney injury; Intensive care unit; Peritonitis; Gastroenterology; 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":[0.0005499945,0.0001915286,0.0004030533,0.0003942421,0.0002799424,0.000393545,0.0001405123,0.0002820733,0.001386192],"category_scores_gemma":[0.00202251,0.0001220682,0.0005168457,0.0003706141,0.0002220208,0.0002477428,0.0004035696,0.0003373564,0.0001250731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000470322,"about_ca_system_score_gemma":0.000359099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001230715,"about_ca_topic_score_gemma":0.001905084,"domain_scores_codex":[0.9994982,0.0001679455,0.00004815984,0.0000823001,0.00006617401,0.0001371964],"domain_scores_gemma":[0.9989583,0.0001619516,0.0004815648,0.00004506536,0.00007376745,0.0002793001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001719891,0.0001098438,0.9951985,0.00002010813,0.0001215053,0.00009032567,0.0000452714,0.00006672194,0.0001745833,0.00001949585,0.0001186023,0.002315083],"study_design_scores_gemma":[0.0001321117,0.001226985,0.9977549,0.00001123021,0.00006272591,0.0002940627,0.0001203295,0.0001983319,0.00007139912,0.000047554,0.00007673703,0.000003730583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996674,0.00009962144,0.00001742265,0.00002577831,0.000004767558,0.000005066393,0.00005044834,6.611979e-7,0.0001287869],"genre_scores_gemma":[0.9997681,0.00003295872,0.00001399193,0.00002041199,0.00001009396,0.000004420451,0.0001217272,2.984455e-7,0.00002801656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001386192,"threshold_uncertainty_score":0.004637301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003889670509146107,"score_gpt":0.2117612542258423,"score_spread":0.2078715837166962,"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."}}