{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006118452,0.0001882633,0.0005864293,0.0003434957,0.00002752969,0.000008747142,0.0004232373,0.0005304545,0.0001826667],"category_scores_gemma":[0.00002406181,0.0001678872,0.0001538633,0.0001297757,0.0001600996,0.00002718024,0.0001203744,0.001252987,0.00004376377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008551076,"about_ca_system_score_gemma":0.00006292028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000758575,"about_ca_topic_score_gemma":0.0001664353,"domain_scores_codex":[0.9987078,0.0001822886,0.0005828961,0.0002214482,0.0001476341,0.000157874],"domain_scores_gemma":[0.9980865,0.0003370532,0.000174406,0.001316116,0.00005913833,0.00002683736],"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":[0.00003724586,0.0002146592,0.4794645,0.0009036389,0.000297355,0.0001418179,0.0005810626,7.460034e-8,0.0005221906,0.0003956361,0.5172042,0.0002376589],"study_design_scores_gemma":[0.002458114,0.0001745144,0.07709471,0.002548769,0.001997722,0.00009368937,0.000096366,0.000305662,0.02493173,0.003739026,0.8859611,0.0005985632],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08886509,0.001513016,0.000162353,0.9065833,0.0002924492,0.0005542519,0.0004543101,0.0001452442,0.001429961],"genre_scores_gemma":[0.7691097,0.01009886,0.002396755,0.2027635,0.0001538513,0.0001365172,0.01431553,0.00007601069,0.0009493175],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7038199,"threshold_uncertainty_score":0.6846241,"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."}}