{"id":"W2070554234","doi":"10.1053/jlts.2002.31653","title":"Predictors of mortality and stenosis after transjugular intrahepatic portosystemic shunt","year":2002,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Transjugular intrahepatic portosystemic shunt; Ascites; Liver transplantation; Portal hypertension; Internal medicine; Creatinine; Liver disease; Gastroenterology; Proportional hazards model; Hazard ratio; Stenosis; Mortality rate; Surgery; Retrospective cohort study; Cirrhosis; Transplantation; Confidence interval","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":[0.0004680585,0.0002007785,0.000332635,0.000909653,0.0002539587,0.0003186241,0.0001828862,0.0003822952,0.0005515781],"category_scores_gemma":[0.003119375,0.0001463606,0.0003894923,0.0007023274,0.0003238851,0.000299441,0.0002593241,0.0003910627,0.0001385963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001492623,"about_ca_system_score_gemma":0.0002381118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009707151,"about_ca_topic_score_gemma":0.001268937,"domain_scores_codex":[0.9995813,0.0001073323,0.00006197727,0.00004939741,0.0001172805,0.00008282725],"domain_scores_gemma":[0.9973309,0.0007078166,0.001188525,0.00006012801,0.0002911756,0.0004214027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004841141,0.000006273903,0.9987142,0.000005171049,0.00001429748,0.0001782891,0.00001675808,0.00003180243,0.00006311655,0.000003009841,0.00002924072,0.0008893061],"study_design_scores_gemma":[0.000002915835,0.00007371212,0.9983147,0.000005231327,0.00001667878,0.001287889,0.00004534607,0.000145764,0.00004427852,0.000009472078,0.0000520783,0.000001823034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986077,0.001070453,0.0000686416,0.00003826052,0.000005830336,0.000002703993,0.00004941293,0.000002815414,0.000154133],"genre_scores_gemma":[0.999506,0.0002725666,0.00004047167,0.000008445689,0.00001953852,0.000002758911,0.000115985,9.912085e-7,0.00003324321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009707151,"threshold_uncertainty_score":0.002475381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01773292167108365,"score_gpt":0.2257569816274727,"score_spread":0.208024059956389,"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."}}