{"id":"W3206889360","doi":"10.1097/md.0000000000027436","title":"End stage liver disease etiology & transplantation referral outcomes of major ethnic groups in British Columbia, Canada","year":2021,"lang":"en","type":"article","venue":"Medicine","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; Canadian Apheresis Group; Pancreas Centre (Canada); University of British Columbia","funders":"","keywords":"Medicine; Internal medicine; Liver transplantation; Liver disease; Hazard ratio; Etiology; Transplantation; Autoimmune hepatitis; Gastroenterology; Body mass index; Hepatitis; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005471702,0.0002826575,0.0003180038,0.00118294,0.002451128,0.001111807,0.0009233103,0.0003415447,0.003013171],"category_scores_gemma":[0.001757738,0.000244243,0.000323181,0.003451068,0.0005666877,0.0002853819,0.0008837357,0.0006420424,0.0003336383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01880414,"about_ca_system_score_gemma":0.0235401,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9905931,"about_ca_topic_score_gemma":0.9956227,"domain_scores_codex":[0.9992386,0.00007493849,0.00007194115,0.0001106223,0.0001823637,0.0003214851],"domain_scores_gemma":[0.9974796,0.0001424072,0.0005016529,0.00005779115,0.001017992,0.0008005358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003808831,0.00001558967,0.9957908,0.00002140626,0.00002159319,0.00006553182,0.0002661859,0.00006950207,0.00007635866,0.00004771472,0.001305026,0.002282097],"study_design_scores_gemma":[0.000009451048,0.00001042505,0.9974766,0.00005793285,0.00001935549,0.00008274143,0.001326084,0.0003237327,0.00005767965,0.00003523312,0.0005926423,0.000008115797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920975,0.0008361107,0.00008969162,0.0005410906,0.00001590395,0.00002178538,0.003717959,0.0000132854,0.002666855],"genre_scores_gemma":[0.9976571,0.0003102272,0.00007918804,0.00011663,0.00000453962,0.000009366896,0.001099323,0.000004708974,0.0007188783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01880414,"threshold_uncertainty_score":0.1364342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03326684275774597,"score_gpt":0.2838988973253118,"score_spread":0.2506320545675659,"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."}}