{"id":"W4389781233","doi":"10.1097/lvt.0000000000000317","title":"One step closer to equity in liver transplant: The National Liver Review Board and the partnership that made it possible","year":2023,"lang":"en","type":"letter","venue":"Liver Transplantation","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nunavik Regional Board of Health and Social Services","funders":"","keywords":"Medicine; Liver transplantation; Liver disease; General partnership; Transplant surgery; Family medicine; General surgery; Transplantation; Internal medicine; Surgery; Hepatology; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01678787,0.0004795134,0.001044809,0.0005236145,0.008271054,0.007657735,0.001532723,0.05577657,0.009836263],"category_scores_gemma":[0.04579796,0.0007834545,0.0008684927,0.000567677,0.005948875,0.008257481,0.003922099,0.05554228,0.003646023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007352818,"about_ca_system_score_gemma":0.02287657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01348319,"about_ca_topic_score_gemma":0.02596407,"domain_scores_codex":[0.9880539,0.005326481,0.0007100992,0.0009472664,0.002609512,0.002352713],"domain_scores_gemma":[0.9595078,0.01801261,0.002015788,0.001277894,0.005676129,0.0135098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003395465,0.00003974329,0.0009573248,0.00002610944,0.000009543749,0.0008558247,0.0002423097,0.00005008471,0.0001416088,0.01187929,0.9777536,0.008010661],"study_design_scores_gemma":[0.0001802095,0.00007674198,0.002812031,0.0004107668,0.00002142406,0.00206869,0.00146159,0.0004351628,0.0001730324,0.01966473,0.9725997,0.00009597259],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002507796,0.0004666704,0.0000564145,0.993704,0.004106322,0.000003332949,0.000003933696,0.000006289086,0.001402146],"genre_scores_gemma":[0.006211228,0.0004652598,0.0002312265,0.9795015,0.008543905,0.00002073821,0.00001134888,0.00001664961,0.004998009],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05577657,"threshold_uncertainty_score":0.0887838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1043775642795681,"score_gpt":0.3344609757672635,"score_spread":0.2300834114876954,"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."}}