{"id":"W1539915136","doi":"10.1002/hep.26985","title":"Predicting Outcomes for Children Awaiting Liver Transplantation: Is Serum Sodium the Answer?","year":2013,"lang":"en","type":"letter","venue":"Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; SickKids Foundation; University of Toronto","funders":"","keywords":"Medicine; Liver transplantation; Liver disease; Transplantation; Hyponatremia; Hepatology; Internal medicine; Model for End-Stage Liver Disease; Creatinine; Nomogram; Cirrhosis; Pediatrics; Intensive care medicine","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":[0.0001024083,0.0003477195,0.0005583052,0.0001204018,0.0002395088,0.00003455071,0.0001887882,0.000677935,0.0003942732],"category_scores_gemma":[0.000009002236,0.0002409851,0.0003290565,0.00007320412,0.0001094442,0.0001054603,0.00001306021,0.0008197713,0.0001376315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003540804,"about_ca_system_score_gemma":0.0001505667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004250285,"about_ca_topic_score_gemma":0.00003431715,"domain_scores_codex":[0.9982306,0.0001020369,0.0004168157,0.0004806665,0.0002709905,0.0004988711],"domain_scores_gemma":[0.9987836,0.0004678874,0.0001975384,0.0003454362,0.0001367156,0.00006878373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007488012,0.00002173171,0.7063006,0.00135241,0.001061739,0.0004676687,0.001108094,1.703341e-7,0.000003134805,0.00003893202,0.2891852,0.0003854237],"study_design_scores_gemma":[0.007747764,0.0004705314,0.8959292,0.0006652321,0.01802486,0.0046488,0.0001855007,0.002645134,0.0009169307,0.0003880758,0.06725419,0.001123769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3880004,0.000683887,0.0004539061,0.604746,0.0009134168,0.002614934,0.001569178,0.0002095487,0.0008086534],"genre_scores_gemma":[0.305694,0.0009464701,0.0002239039,0.6838793,0.003213099,0.0003827533,0.00424762,0.0000942892,0.001318509],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.221931,"threshold_uncertainty_score":0.9827089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01935317588352915,"score_gpt":0.2561236495754883,"score_spread":0.2367704736919592,"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."}}