{"id":"W4385514902","doi":"10.1097/hc9.0000000000000219","title":"Living donor liver transplantation can address disparities in transplant access for patients with primary sclerosing cholangitis","year":2023,"lang":"en","type":"article","venue":"Hepatology Communications","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; Parkinson Canada; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Primary sclerosing cholangitis; Liver transplantation; Internal medicine; Malignancy; Cohort; Liver disease; Transplantation; Gastroenterology; Model for End-Stage Liver Disease; Retrospective cohort study; Surgery; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00148505,0.0001070412,0.0001821725,0.0005988271,0.0005565332,0.0008265907,0.0003303016,0.0003096611,0.004571909],"category_scores_gemma":[0.008827044,0.00006847411,0.0003734969,0.0009326195,0.0002581856,0.0007693794,0.001188656,0.0006941606,0.0001939125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006057555,"about_ca_system_score_gemma":0.001257114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004477676,"about_ca_topic_score_gemma":0.009255696,"domain_scores_codex":[0.999096,0.0003468177,0.00007763221,0.00009549763,0.0001299703,0.000254092],"domain_scores_gemma":[0.9969527,0.0007795041,0.001336597,0.00008975143,0.0001656715,0.0006759005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008108453,0.0001079396,0.980359,0.00003536431,0.00003717834,0.00008286661,0.0002705789,0.0001027779,0.00005213593,0.0003980086,0.001010156,0.01746291],"study_design_scores_gemma":[0.00003163214,0.0001359753,0.9939653,0.0001255644,0.00006851368,0.000276841,0.001162783,0.000964437,0.00008874889,0.001459978,0.001709022,0.0000112534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907578,0.001287395,0.0002969724,0.003106973,0.00005131407,0.00002176277,0.0002666739,0.00001058617,0.004200616],"genre_scores_gemma":[0.999346,0.0001806087,0.0000718204,0.0001966104,0.00002737855,0.000005504585,0.0000861536,0.000001811945,0.00008408709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004571909,"threshold_uncertainty_score":0.01529455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05290205625925953,"score_gpt":0.2990559596599277,"score_spread":0.2461539034006681,"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."}}