{"id":"W4283827678","doi":"10.1503/cjs.025520","title":"Outcomes of liver transplant recipients with high MELD scores: an experience from a Canadian centre","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Dialysis; Liver transplantation; Internal medicine; Model for End-Stage Liver Disease; Liver disease; Transplantation; Intensive care unit; Retrospective cohort study; Surgery; Gastroenterology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0008294967,0.0003834043,0.000311808,0.0007494721,0.002907992,0.001153261,0.0007551062,0.0004169712,0.00146282],"category_scores_gemma":[0.002378934,0.0002756292,0.0003559082,0.002458746,0.0009560138,0.0003672015,0.00120773,0.0006251012,0.0001742704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01899574,"about_ca_system_score_gemma":0.02554687,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8671027,"about_ca_topic_score_gemma":0.9297399,"domain_scores_codex":[0.9990351,0.00009192418,0.00005598528,0.00009340063,0.0003386189,0.0003850071],"domain_scores_gemma":[0.9968737,0.0002109623,0.0005907765,0.00009042544,0.0009121456,0.001321914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001769663,0.0001083638,0.9754806,0.00009138393,0.00004677915,0.0018686,0.004683657,0.000197423,0.0007544411,0.0001447988,0.002038321,0.01440879],"study_design_scores_gemma":[0.00002122249,0.0002249766,0.9857773,0.0001000021,0.00003169442,0.002075041,0.008461208,0.000303734,0.0002339304,0.00004391522,0.002682224,0.00004472938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969698,0.0005493707,0.00009449133,0.0004244888,0.00001677013,0.00003388029,0.0002839479,0.000008372614,0.001618901],"genre_scores_gemma":[0.9986914,0.0005195954,0.0001793351,0.0001544333,0.00001055546,0.00001003814,0.0002091587,0.000005048122,0.000220435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1328973,"threshold_uncertainty_score":0.2673599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02550984787212423,"score_gpt":0.2311040294242876,"score_spread":0.2055941815521634,"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."}}