{"id":"W2561331421","doi":"10.1002/hep.29003","title":"A practical approach to nutritional screening and assessment in cirrhosis","year":2016,"lang":"en","type":"review","venue":"Hepatology","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":272,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Calgary; University of Alberta","funders":"","keywords":"Cirrhosis; Medicine; Intensive care medicine; Internal medicine; Gastroenterology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002218429,0.001441409,0.001763301,0.004655532,0.0004847555,0.001869404,0.001518572,0.003037109,0.004874663],"category_scores_gemma":[0.005095823,0.0005262518,0.001264653,0.002917049,0.001357325,0.003299887,0.002174502,0.005431983,0.004059457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001168844,"about_ca_system_score_gemma":0.002369353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001732167,"about_ca_topic_score_gemma":0.002909679,"domain_scores_codex":[0.9984877,0.0005184654,0.0003585173,0.0001401486,0.0004438723,0.000051281],"domain_scores_gemma":[0.9983017,0.0009236748,0.0001964053,0.00006055224,0.0004474064,0.00007020045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004464384,0.00006964545,0.0002762919,0.02499901,0.0001195707,0.0003913526,0.0002126108,0.0001964857,0.0007132286,0.005245787,0.06272777,0.9050036],"study_design_scores_gemma":[0.00002603945,0.00007878373,0.001520604,0.02411986,0.00015986,0.004410516,0.0002390883,0.0001249364,0.0002651863,0.006879999,0.9621317,0.00004338487],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007587732,0.9920914,0.001204884,0.003277464,0.001272604,0.00003573119,0.00003586222,0.00002917714,0.001977001],"genre_scores_gemma":[0.001014669,0.9891166,0.004359432,0.003052875,0.001082421,0.00006463059,0.0000721221,0.000007604789,0.001229646],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004874663,"threshold_uncertainty_score":0.01630741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2823724591303269,"score_gpt":0.5148012760060361,"score_spread":0.2324288168757092,"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."}}