{"id":"W3108198681","doi":"10.14740/gr1255","title":"Fungal Infection in Acutely Decompensated Cirrhosis Patients: Value of Model for End-Stage Liver Disease Score","year":2020,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Ascites; Gastroenterology; Odds ratio; White blood cell; Cirrhosis; Confidence interval; Systemic inflammatory response syndrome; Complete blood count; Spontaneous bacterial peritonitis; Logistic regression; Urinalysis; Model for End-Stage Liver Disease; Concordance; Liver disease; Sepsis; Urine; Liver transplantation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006025132,0.0001330471,0.0003705673,0.0002094029,0.0000696647,0.000007914507,0.0001307314,0.000096716,0.0001044318],"category_scores_gemma":[0.0007781762,0.0001227562,0.0001451321,0.0002522195,0.0002816082,0.000102089,0.0001248129,0.0004435123,0.00001201978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001167195,"about_ca_system_score_gemma":0.0001761299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001317377,"about_ca_topic_score_gemma":0.0004570512,"domain_scores_codex":[0.9979306,0.0002613443,0.0003778682,0.0004493213,0.0004071704,0.0005737097],"domain_scores_gemma":[0.9987253,0.0001253032,0.00006579616,0.0002656871,0.000489075,0.0003288624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01452744,0.0005448452,0.9815877,0.0004237047,0.0000444765,0.00002827204,0.0002684554,0.0002597102,0.001309322,0.00009294769,0.0006201108,0.0002929816],"study_design_scores_gemma":[0.002656709,0.001470629,0.9024118,0.00005500618,0.00003061585,7.671537e-7,0.00002495677,0.0930379,0.0001968575,0.00004751878,0.00002383824,0.00004339808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939147,0.00003784787,0.003831724,0.0009176136,0.00003182553,0.001032565,0.0001723226,0.00002254168,0.00003890359],"genre_scores_gemma":[0.9985703,0.0000832693,0.0004057234,0.0005696145,0.00004026683,0.0000848581,0.0001227815,0.00002015453,0.000103006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09277819,"threshold_uncertainty_score":0.5005852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1346113817089765,"score_gpt":0.3801048045809086,"score_spread":0.2454934228719321,"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."}}