{"id":"W4401172999","doi":"10.1097/hc9.0000000000000504","title":"Validation of MELD3.0 in 2 centers from different continents","year":2024,"lang":"en","type":"letter","venue":"Hepatology Communications","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital","funders":"","keywords":"Medicine; Liver disease; Internal medicine; Cohort; Liver transplantation; Retrospective cohort study; Model for End-Stage Liver Disease; Statistical significance; Gastroenterology; Surgery; Demography; Transplantation","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":[0.01114633,0.0006581979,0.0005726538,0.001789648,0.0007608022,0.001451857,0.001111071,0.0005643473,0.001201048],"category_scores_gemma":[0.01928729,0.000336807,0.0009338435,0.00156774,0.001035094,0.0005566727,0.002508867,0.0005459402,0.0004787458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001541446,"about_ca_system_score_gemma":0.001961544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01376404,"about_ca_topic_score_gemma":0.01676223,"domain_scores_codex":[0.9927821,0.002978562,0.0008755924,0.001438791,0.001173848,0.0007511001],"domain_scores_gemma":[0.9852368,0.00301016,0.005174384,0.002028683,0.003135507,0.001414418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001118861,0.00001283212,0.9981364,0.00001325445,0.00005522776,0.00003626664,0.0001575534,0.00004315766,0.0001542195,0.0000251632,0.0001254735,0.001128425],"study_design_scores_gemma":[0.0000350686,0.0001097791,0.9974942,0.00004214835,0.00005630947,0.0003032942,0.0004165038,0.0003103878,0.0003249661,0.00003200154,0.0008666879,0.000008616466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960669,0.0005007581,0.0007748957,0.0001392361,0.00004943337,0.00007675376,0.0009130625,0.0000196617,0.001459282],"genre_scores_gemma":[0.9970675,0.00009488277,0.0006916974,0.0001589936,0.00002286352,0.00007176252,0.001774715,0.00001458423,0.0001030809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01376404,"threshold_uncertainty_score":0.05894816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03897168632003239,"score_gpt":0.3208270188339947,"score_spread":0.2818553325139623,"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."}}