{"id":"W2033090459","doi":"10.1016/j.cgh.2014.03.011","title":"Effects of Antimicrobial Prophylaxis and Blood Stream Infections in Patients With Acute Liver Failure: A Retrospective Cohort Study","year":2014,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; University of Alberta","keywords":"Medicine; Internal medicine; Bacteremia; Liver transplantation; Retrospective cohort study; Odds ratio; Liver disease; Incidence (geometry); Population; Antimicrobial; Transplantation; Antibiotics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009524041,0.0005221867,0.0008614923,0.001133247,0.000881439,0.001396368,0.0005836833,0.0009470225,0.001887849],"category_scores_gemma":[0.003030244,0.0007648468,0.001667122,0.001899571,0.0006658495,0.001406118,0.0009135672,0.00124029,0.0003698554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005304982,"about_ca_system_score_gemma":0.0006710226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005177381,"about_ca_topic_score_gemma":0.004940214,"domain_scores_codex":[0.9985999,0.0003509434,0.0002284523,0.000357802,0.0001779382,0.0002848506],"domain_scores_gemma":[0.9968491,0.000572721,0.00136619,0.000422339,0.0002393927,0.0005501462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002134941,0.00005090331,0.9990823,0.000005193711,0.0001220459,0.0001069594,0.00004594154,0.00001426004,0.0000929984,0.000008625461,0.00002458808,0.0002327006],"study_design_scores_gemma":[0.00001681607,0.0003593552,0.9982191,0.000006175976,0.00009938105,0.0006477677,0.0003870288,0.00009005101,0.00004418275,0.00001782581,0.000102378,0.00001000994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992474,0.000254513,0.00005720786,0.00002455009,0.000008216985,0.000007452595,0.0002113604,0.00000180898,0.0001874473],"genre_scores_gemma":[0.9993702,0.0001270788,0.00005336391,0.00003209366,0.00001595672,0.000007677324,0.0003031754,0.000002355537,0.00008813128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005177381,"threshold_uncertainty_score":0.0102945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003716355276111009,"score_gpt":0.2390172753864112,"score_spread":0.2353009201103002,"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."}}