{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001129169,0.0001167288,0.0002345196,0.0001965893,0.0002941208,0.00003309469,0.0003569555,0.00007652676,0.00001622083],"category_scores_gemma":[0.00002531674,0.0001078887,0.00005575751,0.0002955487,0.0001653195,0.0002279263,0.000082865,0.0001985381,0.000004429119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007870737,"about_ca_system_score_gemma":0.0001179086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001836614,"about_ca_topic_score_gemma":0.002660836,"domain_scores_codex":[0.9991326,0.0001357867,0.0002249688,0.0001586693,0.00009871733,0.0002492382],"domain_scores_gemma":[0.9986036,0.0005494032,0.00006367912,0.0006146635,0.00009787949,0.00007078637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001825388,0.0003447499,0.9960028,0.0003615326,0.00004801109,0.00000875413,0.001568304,0.000004340933,0.00002552128,0.0002626792,0.0001054596,0.001085323],"study_design_scores_gemma":[0.001518694,0.0001053786,0.9963881,0.0005264177,0.000185425,0.00001283459,0.00009524637,0.0008259763,0.00002039566,0.00003325701,0.000163612,0.000124711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965543,0.0003508372,0.0001495791,0.001077178,0.00004553662,0.0007465892,0.0005216196,0.0001042938,0.0004501031],"genre_scores_gemma":[0.9903162,0.005286553,0.0004849379,0.0004145667,0.00001035415,0.0003160995,0.003112383,0.00002278994,0.00003616299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00623811,"threshold_uncertainty_score":0.4399574,"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."}}