{"id":"W1996282707","doi":"10.1002/hep.25931","title":"Antimicrobial therapeutic determinants of outcomes from septic shock among patients with cirrhosis","year":2012,"lang":"en","type":"article","venue":"Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":150,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; St. Boniface Hospital; McGill University; University of Toronto; Mount Sinai Hospital; St. Paul's Hospital; Royal Jubilee Hospital; Victoria General Hospital; University of British Columbia","funders":"Astellas Pharma; Manitoba Health Research Council; Wayne State University; Pfizer; Eli Lilly and Company","keywords":"Septic shock; Medicine; Cirrhosis; Interquartile range; Internal medicine; Antimicrobial; Odds ratio; Retrospective cohort study; Intensive care medicine; Shock (circulatory); Sepsis; Microbiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005738736,0.0001760653,0.0002135139,0.000338731,0.0002581617,0.0005183448,0.0002376659,0.0003012677,0.001187114],"category_scores_gemma":[0.004498497,0.0001189256,0.0002727016,0.0006263338,0.0002554269,0.0002813709,0.0003367608,0.0005566393,0.0001150125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003867941,"about_ca_system_score_gemma":0.0005706321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003447177,"about_ca_topic_score_gemma":0.004126799,"domain_scores_codex":[0.9994795,0.000154432,0.00008054397,0.00007159392,0.0001088054,0.0001051489],"domain_scores_gemma":[0.9953852,0.000653867,0.00314161,0.0001207503,0.000265441,0.0004331134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004087255,0.00001163567,0.9992879,0.000006608451,0.0000127777,0.00002453299,0.00001590232,0.00002909963,0.0000577499,0.000005630106,0.00003052653,0.0004769086],"study_design_scores_gemma":[0.00000446949,0.00005749339,0.9993643,0.000008546021,0.00001103757,0.0002082343,0.00007368119,0.0001588393,0.00003951859,0.00001823024,0.00005371766,0.000001960657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991243,0.0003736526,0.00004896323,0.0001197842,0.000004590561,0.000003299634,0.0001258558,0.000001866572,0.0001975679],"genre_scores_gemma":[0.9997477,0.00006890305,0.00003368208,0.00002059848,0.0000091167,0.00000203468,0.0001010585,6.499732e-7,0.00001619203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003447177,"threshold_uncertainty_score":0.006854236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01469217053647877,"score_gpt":0.248669436188421,"score_spread":0.2339772656519423,"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."}}