{"id":"W1938866537","doi":"10.1002/hep.28330","title":"Antibiotic prophylaxis in cirrhosis: Good and bad","year":2015,"lang":"en","type":"review","venue":"Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":205,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Spontaneous bacterial peritonitis; Medicine; Cirrhosis; Antibiotics; Antibiotic prophylaxis; Hepatorenal syndrome; Decompensation; Internal medicine; Intensive care medicine; Ascites; Gastroenterology; Microbiology; Biology","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":[0.001022372,0.0009740545,0.00163394,0.001721135,0.0003322731,0.001231528,0.0007970994,0.001813742,0.002755458],"category_scores_gemma":[0.002552914,0.0002661369,0.0005265398,0.001927159,0.0008538101,0.001696796,0.0006773294,0.001807196,0.001092094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005736915,"about_ca_system_score_gemma":0.001040301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001124008,"about_ca_topic_score_gemma":0.001869123,"domain_scores_codex":[0.9994645,0.0001405138,0.0001288002,0.00007588679,0.0001545701,0.0000358283],"domain_scores_gemma":[0.9986224,0.0008014649,0.0002646647,0.00002995312,0.0002019987,0.00007946615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001110144,0.00003897908,0.0003261882,0.02231382,0.0001316285,0.0001270414,0.00007078065,0.0001528253,0.0002006541,0.002050035,0.02323458,0.9512425],"study_design_scores_gemma":[0.00008693759,0.0002280127,0.004405737,0.05714414,0.000577929,0.004679305,0.0002616727,0.0002552513,0.0003335514,0.004669799,0.9273049,0.00005280908],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000410283,0.9993217,0.00001931057,0.0003093819,0.0001148199,8.778987e-7,0.000003144641,0.000001710048,0.0001881917],"genre_scores_gemma":[0.0008143391,0.9984566,0.00005233202,0.000281898,0.0002794686,0.000002425655,0.000007027038,8.36915e-7,0.0001051104],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002755458,"threshold_uncertainty_score":0.009217918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05300559741318917,"score_gpt":0.3502174595013561,"score_spread":0.2972118620881669,"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."}}