{"id":"W157258055","doi":"","title":"Utility of MELD and Child-Turcotte-Pugh scores and the Canadian waitlisting algorithm in predicting short-term survival after liver transplant.","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Capital District Health Authority","funders":"","keywords":"Medicine; Liver transplantation; Gynecology; Transplantation; Surgery","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":[0.0004241524,0.000111808,0.000249535,0.0001007095,0.00007417671,0.00002005992,0.00004840512,0.00007817744,0.00001123774],"category_scores_gemma":[0.00003518907,0.00007781794,0.00003835158,0.00009588315,0.0001969962,0.0000657321,0.000009529983,0.000198151,1.192387e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003047979,"about_ca_system_score_gemma":0.0000431104,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04359315,"about_ca_topic_score_gemma":0.1813785,"domain_scores_codex":[0.9991374,0.00003222455,0.0002439081,0.0001800157,0.000151738,0.000254726],"domain_scores_gemma":[0.9996037,0.00007935477,0.00003167838,0.0001123391,0.00002502834,0.0001478459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001470309,0.00001589434,0.9762744,0.0002360397,0.00002595719,0.00008600925,0.001683845,2.157554e-7,0.000002095457,0.00008992127,9.4125e-7,0.02143767],"study_design_scores_gemma":[0.001665537,0.00001188425,0.9965212,0.0001377538,0.000103867,0.00008355118,0.00006013116,0.00007013651,0.001183569,0.0000734003,0.0000149226,0.0000739934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959742,0.0008970326,0.0001698911,0.0009096179,0.00005144143,0.0007805526,0.00008512622,0.0000339331,0.001098211],"genre_scores_gemma":[0.9985179,0.0007568454,0.0003480835,0.000193913,0.00004912257,0.0000944393,0.0000134108,0.00001192038,0.00001433174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1377853,"threshold_uncertainty_score":0.9627756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01564296330563,"score_gpt":0.2208035409312442,"score_spread":0.2051605776256142,"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."}}