{"id":"W2919758170","doi":"10.1097/mcg.0000000000001199","title":"Lower 90-day Hospital Readmission Rates for Esophageal Variceal Bleeding After TIPS","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Gastroenterology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Western University; London Health Sciences Centre; St. Paul's Hospital","funders":"","keywords":"Medicine; Confidence interval; Transjugular intrahepatic portosystemic shunt; Odds ratio; Hepatic encephalopathy; Propensity score matching; Cirrhosis; Internal medicine; Gastroenterology; Surgery; Portal hypertension","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":[0.00120878,0.0001683949,0.0004427508,0.0006931545,0.0002287057,0.0007090056,0.0003231095,0.000420562,0.003212402],"category_scores_gemma":[0.009324722,0.0001518506,0.001133984,0.0008564109,0.0001580157,0.0005635332,0.0004120597,0.0005270633,0.0002713742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002982293,"about_ca_system_score_gemma":0.0003409773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00184118,"about_ca_topic_score_gemma":0.001892437,"domain_scores_codex":[0.9986202,0.0004603976,0.0001966687,0.0002995596,0.0002423137,0.0001809293],"domain_scores_gemma":[0.9933519,0.001244494,0.004076968,0.0004440775,0.0004290455,0.0004534174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001996371,0.00003566535,0.9962459,0.00004185742,0.0001601733,0.00008321801,0.00004653608,0.0000713704,0.0001036493,0.00002348662,0.0001779947,0.002810517],"study_design_scores_gemma":[0.00001079676,0.0001128776,0.999015,0.00001234849,0.00004122709,0.0002509576,0.00005713599,0.0003068783,0.00005944995,0.0000242761,0.0001055751,0.000003371951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983694,0.000533732,0.0001816885,0.0001015113,0.00001514947,0.000006094089,0.0004101073,0.00001249184,0.0003698394],"genre_scores_gemma":[0.9991435,0.0001317518,0.00007284605,0.0000347459,0.00001891694,0.000004236903,0.0004830813,0.000002261285,0.0001087615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003212402,"threshold_uncertainty_score":0.01074654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01978496383581171,"score_gpt":0.3605002614569181,"score_spread":0.3407152976211064,"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."}}