{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001584979,0.0005283542,0.0005828544,0.001078803,0.0004632167,0.0007875084,0.0004315698,0.0003464316,0.00174601],"category_scores_gemma":[0.004447033,0.0001888927,0.0006342518,0.0009921768,0.0002469952,0.0005997313,0.0005970997,0.0008352128,0.000241918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004084126,"about_ca_system_score_gemma":0.0006315293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002145536,"about_ca_topic_score_gemma":0.003251151,"domain_scores_codex":[0.9992453,0.0002733018,0.00009313499,0.0001275048,0.0001738851,0.00008681459],"domain_scores_gemma":[0.9967685,0.0007991836,0.001385832,0.0001162334,0.000333609,0.0005965633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009794063,0.00001383657,0.9988093,0.000007679449,0.00004196836,0.00003090129,0.000008440414,0.00009604776,0.00003021055,0.000007420902,0.00008156327,0.0007746269],"study_design_scores_gemma":[0.00001264322,0.0001450308,0.9958749,0.00002141164,0.00008130759,0.0002881214,0.00008055001,0.003207262,0.00005155682,0.0000638866,0.0001664665,0.000006730586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967967,0.00116517,0.0003856847,0.0002874907,0.00002780348,0.00001947837,0.000351718,0.00001471782,0.0009511847],"genre_scores_gemma":[0.9993086,0.0001318713,0.0002318103,0.00001656131,0.00002038669,0.000005513883,0.0002186893,0.000001840804,0.00006472234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002145536,"threshold_uncertainty_score":0.008382261,"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."}}