{"id":"W2941040704","doi":"10.1002/hep4.1345","title":"Association Between Institutional Factors and Long‐Term Survival Following Transjugular Intrahepatic Portosystemic Shunt","year":2019,"lang":"en","type":"article","venue":"Hepatology Communications","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Queen's University","funders":"Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences; American Association for the Study of Liver Diseases","keywords":"Medicine; Transjugular intrahepatic portosystemic shunt; Hazard ratio; Confidence interval; Cirrhosis; Retrospective cohort study; Cohort; Internal medicine; Confounding; Odds ratio; Population; Surgery; Emergency medicine; Portal hypertension","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002113568,0.0001313586,0.0003439164,0.0001125283,0.000199422,0.00001591485,0.000169993,0.0001610614,0.00005873067],"category_scores_gemma":[0.00001969122,0.0001235612,0.0001149551,0.0001325383,0.00006214693,0.0001672404,0.00003786045,0.0002346888,0.00005242691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001532385,"about_ca_system_score_gemma":0.0001637292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001404878,"about_ca_topic_score_gemma":0.0002437908,"domain_scores_codex":[0.9989333,0.0001843583,0.0003156666,0.0001862046,0.0001998738,0.0001805971],"domain_scores_gemma":[0.9987845,0.0003731894,0.0001079592,0.0005603443,0.00006582632,0.0001081992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001394248,0.00005820374,0.9973269,0.0001098159,0.0007013453,0.000007548252,0.0004970749,4.18571e-7,0.0003198229,0.0008388223,0.000004470502,0.0001215976],"study_design_scores_gemma":[0.001104279,0.00004526006,0.9965104,0.0001099418,0.001550309,0.00001329745,0.00008172946,0.0001225459,0.0001272235,0.00008985912,0.0001295681,0.0001155797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961554,0.0005266037,0.0003475599,0.001182528,0.0002327906,0.0004589391,0.00006063783,0.00007517614,0.0009603125],"genre_scores_gemma":[0.9976929,0.0005237308,0.0001505396,0.0000839787,0.00002609579,0.00002421672,0.001401526,0.00001298524,0.00008396181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001537514,"threshold_uncertainty_score":0.5038679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02929637187583112,"score_gpt":0.2867322370068798,"score_spread":0.2574358651310487,"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."}}