{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003832665,0.0002082105,0.001457149,0.0004840626,0.00004815408,0.00001013981,0.00004701375,0.0003518129,0.0001178962],"category_scores_gemma":[0.0001182391,0.0001592825,0.0001137058,0.000211093,0.00006041091,0.00003178765,0.00007261562,0.0007027098,0.00004638708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001818198,"about_ca_system_score_gemma":0.0005609682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002057333,"about_ca_topic_score_gemma":0.000005262547,"domain_scores_codex":[0.9982474,0.000245054,0.0005501708,0.0004476753,0.0001643233,0.000345316],"domain_scores_gemma":[0.9989773,0.0003965265,0.0001205305,0.0001823172,0.00004658194,0.0002767472],"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":[0.0000454804,0.0005051582,0.004580936,0.0325311,0.00007284468,0.0002288148,0.00001980323,1.70783e-9,2.212468e-7,0.02308573,0.008952386,0.9299775],"study_design_scores_gemma":[0.0008721307,0.00008236506,0.0002440691,0.01324743,0.0001216324,0.002654733,0.00001111826,0.00003659845,4.919332e-8,0.0001368362,0.9824482,0.0001448674],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000008333112,0.977759,0.004406954,0.00900786,0.0001074238,0.001178163,0.00002866947,0.00003678413,0.007466802],"genre_scores_gemma":[0.00004595763,0.8978814,0.09964192,0.001566129,0.0001806609,0.0004966301,0.00008146424,0.0000262904,0.00007952229],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9734958,"threshold_uncertainty_score":0.6495351,"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."}}