{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007845226,0.0001474434,0.000246526,0.0001125666,0.00003193296,0.000008627824,0.00003526885,0.00008743266,0.0002983062],"category_scores_gemma":[0.000001194328,0.0001341458,0.0000862677,0.0001183798,0.00006590182,0.0002092769,0.00000158039,0.00008215302,0.0000117099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001879108,"about_ca_system_score_gemma":0.00001403921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000167693,"about_ca_topic_score_gemma":0.00004087324,"domain_scores_codex":[0.9989249,0.00005369803,0.0003452116,0.0002316788,0.0002976029,0.000146931],"domain_scores_gemma":[0.9995692,0.00004174905,0.00006824108,0.0001424943,0.00005520783,0.000123091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005321935,0.0002017347,0.9785315,0.005353541,0.0005083473,0.000472092,0.009822212,0.000007577036,0.003897804,0.00006298233,0.000009546429,0.0006004405],"study_design_scores_gemma":[0.001787018,0.0002020486,0.9853895,0.0004380602,0.004233171,0.0001156377,0.000106907,0.0008349969,0.00673586,0.00001819068,0.000006056747,0.0001325421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965985,0.0008779917,0.001154474,0.00004427626,0.00009214665,0.0004724823,0.0002347544,0.00005005172,0.0004752655],"genre_scores_gemma":[0.9927898,0.006688277,0.0001286239,0.00007030203,0.00005145774,0.00003910558,0.0001778109,0.00001614769,0.00003849666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009715306,"threshold_uncertainty_score":0.5470307,"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."}}