{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002312078,0.00009911763,0.0002875863,0.00005468301,0.00002277394,0.000001931105,0.00003922314,0.00007119655,0.0001601241],"category_scores_gemma":[0.000002295346,0.0000703478,0.00005342991,0.00004984558,0.00007542455,0.00009201915,0.000007993192,0.00005243309,0.0000308435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001272118,"about_ca_system_score_gemma":0.00002631705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003002663,"about_ca_topic_score_gemma":0.00007779961,"domain_scores_codex":[0.9993956,0.00003747392,0.0001621657,0.000114563,0.00009772113,0.0001924894],"domain_scores_gemma":[0.9996006,0.00005528793,0.00007420846,0.0001453047,0.00004404661,0.00008049262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002435639,0.0002659673,0.997992,0.00005738754,0.0002369101,0.00001109008,0.0004501263,6.031269e-8,0.0001864166,0.000006352783,0.00001307463,0.0005370621],"study_design_scores_gemma":[0.001913359,0.00009717544,0.9930712,0.00004381482,0.0009259309,0.000005296564,0.00001627261,0.0000335087,0.003800171,0.000008279184,0.000008791733,0.00007622186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993327,0.00007016958,0.00004282317,0.0000267642,0.0001387457,0.0001932921,0.00005063956,0.00001912963,0.0001257802],"genre_scores_gemma":[0.9994116,0.00001517959,0.0001037615,0.0003200978,0.00002143258,0.000006729641,0.00009151849,0.00001374084,0.0000158973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00492081,"threshold_uncertainty_score":0.28687,"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."}}