{"id":"W3210975972","doi":"10.1111/1751-2980.13066","title":"One‐year outcome of patients with cirrhosis who developed spontaneous bacterial empyema: A cohort study","year":2021,"lang":"en","type":"article","venue":"Journal of Digestive Diseases","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Spontaneous bacterial peritonitis; Internal medicine; Hazard ratio; Liver transplantation; Cirrhosis; Retrospective cohort study; Cohort; Empyema; Liver disease; Gastroenterology; Proportional hazards model; Confidence interval; Surgery; Model for End-Stage Liver Disease; Cohort study; Transplantation","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":[0.0009480168,0.0003975375,0.0004569865,0.0009863169,0.0007258194,0.0008988065,0.0004010237,0.00057736,0.001395123],"category_scores_gemma":[0.00288321,0.0004276102,0.0007831636,0.0008623152,0.0003642449,0.0009482896,0.0007130947,0.0006336271,0.0003184786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003280809,"about_ca_system_score_gemma":0.000416402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002557015,"about_ca_topic_score_gemma":0.002357303,"domain_scores_codex":[0.9993894,0.0001352421,0.00007005998,0.000160767,0.0001026291,0.0001419175],"domain_scores_gemma":[0.9979982,0.0002808607,0.0009356499,0.0002093557,0.0001968587,0.000378946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001386556,0.00003681698,0.9992121,0.000003749452,0.00005794644,0.0001044655,0.0000330873,0.00001608626,0.00006992401,0.000006429405,0.00002442841,0.0002961572],"study_design_scores_gemma":[0.00002447247,0.0004013764,0.998069,0.000006985537,0.00005260662,0.0008618571,0.0002082325,0.0001751204,0.00005402014,0.00001953785,0.000118748,0.000008108977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995978,0.00009587026,0.00004675348,0.00001476238,0.000005611661,0.000006611396,0.0001470382,0.000001117199,0.00008452892],"genre_scores_gemma":[0.9994515,0.00007688357,0.00004048073,0.00001432712,0.00001437749,0.000007922934,0.0003289345,0.000001160275,0.00006434789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002557015,"threshold_uncertainty_score":0.005084336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0142813994672834,"score_gpt":0.2602092542273783,"score_spread":0.2459278547600949,"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."}}