{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000492919,0.0001540424,0.0002012512,0.0003999923,0.0005643729,0.0006708429,0.0003377063,0.0002928508,0.001260379],"category_scores_gemma":[0.002332369,0.0001506659,0.000406866,0.0007632177,0.0003069075,0.0003910321,0.0004924792,0.0005628049,0.0001238424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008764225,"about_ca_system_score_gemma":0.0009656487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03131278,"about_ca_topic_score_gemma":0.05861486,"domain_scores_codex":[0.9995947,0.00005781845,0.00004704141,0.00007347178,0.00006127141,0.0001656778],"domain_scores_gemma":[0.9975984,0.0002854539,0.001101995,0.0001612556,0.0002829048,0.0005700641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003941301,0.000007066081,0.9994548,0.000001803096,0.00001476414,0.00002392888,0.00001728132,0.00001578113,0.00002826551,0.000004784073,0.00003234265,0.0003597963],"study_design_scores_gemma":[0.000001694999,0.0000305481,0.9996356,0.000003153053,0.00001200848,0.00006610312,0.00009347816,0.00008048674,0.00001477986,0.000009216264,0.00005093412,0.000002093727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994408,0.00012075,0.00003552702,0.00002539343,0.000003913431,0.000002287029,0.0001913468,0.000001356384,0.0001785661],"genre_scores_gemma":[0.9996399,0.00004908562,0.00001454894,0.000007901795,0.000004877766,0.000001944622,0.0002175134,6.927478e-7,0.00006359418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03131278,"threshold_uncertainty_score":0.06226099,"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."}}