{"id":"W4214824794","doi":"10.1002/hep4.1919","title":"Sarcopenia HIBA score predicts sarcopenia and mortality in patients on the liver transplant waiting list","year":2022,"lang":"en","type":"article","venue":"Hepatology Communications","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Sarcopenia; Medicine; Internal medicine; Logistic regression; Liver transplantation; Creatinine; Body mass index; Gastroenterology; Transplantation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004886693,0.00009645797,0.0002208107,0.000109462,0.0008106802,0.000009424216,0.0003464148,0.00004635511,0.0002978638],"category_scores_gemma":[0.00006531412,0.00008223271,0.00003247492,0.0002106833,0.0002331281,0.00003783888,0.0002700499,0.0007528538,0.0000120024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001132225,"about_ca_system_score_gemma":0.00009530834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005306662,"about_ca_topic_score_gemma":0.0009303729,"domain_scores_codex":[0.9985375,0.000569259,0.0003305555,0.0001818048,0.0001702427,0.0002106259],"domain_scores_gemma":[0.9984944,0.0003875646,0.00009014694,0.0008991131,0.00004712493,0.00008164593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008344244,0.000405355,0.9868186,0.00004762503,0.00001524082,0.00001260713,0.001053614,4.633963e-7,0.00001655493,0.009659653,0.001036295,0.0008506121],"study_design_scores_gemma":[0.002031223,0.0002207197,0.968013,0.0001651707,0.00005141135,0.00005934927,0.0002939118,0.007978217,0.00002610446,0.0004329353,0.02061811,0.0001098209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741269,0.0009202624,0.00000263325,0.02026474,0.00006400308,0.0007073312,0.0000811626,0.00004202921,0.00379089],"genre_scores_gemma":[0.9922186,0.0008930438,0.0002162926,0.006125688,0.0000116108,0.0002420544,0.0002319391,0.00001324749,0.00004749395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01958181,"threshold_uncertainty_score":0.6235178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1057704572663856,"score_gpt":0.330067161366781,"score_spread":0.2242967041003954,"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."}}