{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003055358,0.0007907068,0.002070101,0.001496438,0.0005318612,0.002548671,0.00134499,0.001879548,0.001529334],"category_scores_gemma":[0.01804045,0.0003000377,0.0007638377,0.002004386,0.0008866726,0.00295583,0.0008172118,0.003284544,0.0006941612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001202802,"about_ca_system_score_gemma":0.002163205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01176479,"about_ca_topic_score_gemma":0.009489293,"domain_scores_codex":[0.9989819,0.0003332989,0.0002384284,0.0001303805,0.0002381248,0.00007782229],"domain_scores_gemma":[0.9889889,0.00402181,0.001363349,0.000272457,0.004374554,0.0009789197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006960273,0.0002084866,0.6998217,0.001073247,0.000400554,0.0002545464,0.0003017163,0.000925992,0.0001409669,0.001389586,0.03179111,0.2629961],"study_design_scores_gemma":[0.0006105778,0.001815887,0.7798586,0.02066303,0.002929121,0.003215436,0.008391271,0.02145644,0.00167991,0.0444481,0.1143545,0.0005771707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2227409,0.4511132,0.004902777,0.3033007,0.006262471,0.000104142,0.003200232,0.0003459604,0.008029585],"genre_scores_gemma":[0.6705497,0.2803118,0.01086267,0.01884907,0.01517515,0.0001167664,0.002767179,0.000105056,0.001262668],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01176479,"threshold_uncertainty_score":0.02339262,"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."}}