{"id":"W2548207235","doi":"10.1002/hep.28923","title":"Reduction in liver transplant wait‐listing in the era of direct‐acting antiviral therapy","year":2016,"lang":"en","type":"article","venue":"Hepatology","topic":"Hepatitis C virus research","field":"Medicine","cited_by":232,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Canadian Association for the Study of the Liver; Minneapolis Medical Research Foundation; National Institute of Diabetes and Digestive and Kidney Diseases; Gilead Sciences; Bristol-Myers Squibb","keywords":"Listing (finance); Antiviral therapy; Reduction (mathematics); Medicine; Liver transplantation; Intensive care medicine; Virology; Internal medicine; Transplantation; Business; Chronic hepatitis; Virus","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006646405,0.00008334374,0.0002710686,0.0001506096,0.00002615062,0.000003010774,0.00009336842,0.00009992502,0.00008238846],"category_scores_gemma":[0.0002042729,0.00004718512,0.00004189963,0.0002443861,0.0001285466,0.00006718237,0.00001124495,0.0002919689,0.00001648663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000597644,"about_ca_system_score_gemma":0.00008810725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002229376,"about_ca_topic_score_gemma":0.001187557,"domain_scores_codex":[0.9986607,0.000398969,0.0002837209,0.0001902564,0.0001786114,0.0002877544],"domain_scores_gemma":[0.9993387,0.0003617026,0.00005506115,0.0001827206,0.00003847989,0.0000233768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002280099,0.00009064823,0.7082711,0.00002528509,0.000009068492,0.0002489231,0.00220609,9.15745e-8,0.0227528,0.0001038153,0.00005269229,0.2660115],"study_design_scores_gemma":[0.01184198,0.001567037,0.827162,0.001849091,0.00004035125,0.0005907169,0.001010961,0.004526399,0.1290206,0.0003929327,0.02146881,0.0005290912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868453,0.0002826955,0.00003011313,0.002314087,0.00007533695,0.0002714735,0.000005123494,0.00001477233,0.01016115],"genre_scores_gemma":[0.9979137,0.001750208,0.00008871692,0.0001121685,0.00005622582,0.00002515727,0.000002984723,0.0000115625,0.00003926912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2654824,"threshold_uncertainty_score":0.3370164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0606351731794291,"score_gpt":0.3338051420174531,"score_spread":0.273169968838024,"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."}}