{"id":"W2911950549","doi":"10.3390/nu11020334","title":"Are Predictive Energy Expenditure Equations Accurate in Cirrhosis?","year":2019,"lang":"en","type":"review","venue":"Nutrients","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Health Services; Royal Alexandra Hospital; Alberta Hospital Edmonton; University of Calgary; University of Alberta","funders":"","keywords":"Energy expenditure; Cirrhosis; Medicine; Mathematics; Applied mathematics; Econometrics; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004144882,0.0004093143,0.001509237,0.0003283919,0.000040879,0.00002663051,0.0001504625,0.0003346743,0.0002026005],"category_scores_gemma":[0.00007747976,0.0003035818,0.0004999266,0.0003358539,0.0000243039,0.00009026405,0.00007786492,0.0002478295,0.0003704859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005196159,"about_ca_system_score_gemma":0.0002713886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003727592,"about_ca_topic_score_gemma":0.00000779937,"domain_scores_codex":[0.9982059,0.0001028103,0.0004643299,0.0005621066,0.0003623224,0.0003025532],"domain_scores_gemma":[0.9985135,0.0001920588,0.0004831561,0.0005349243,0.00007384348,0.0002025149],"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":[0.0001770971,0.009542211,0.01755055,0.03042803,0.003443329,0.001309468,0.0003337092,0.00000490651,6.488771e-8,0.001308969,0.02830854,0.9075931],"study_design_scores_gemma":[0.001784622,0.0001302462,0.002462405,0.02876338,0.00291932,0.000006909323,0.00004842783,0.00001092315,0.000001268971,0.00003725594,0.9635864,0.0002488077],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004112614,0.9960953,0.00001820764,0.00004419683,0.0004487381,0.001444313,0.000591644,0.00003997874,0.001276514],"genre_scores_gemma":[0.002536042,0.9931889,0.000008205012,0.0001693501,0.0002126941,0.001297084,0.00178921,0.00005568848,0.0007428651],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9352779,"threshold_uncertainty_score":0.9999416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08878895304595369,"score_gpt":0.362916448325566,"score_spread":0.2741274952796123,"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."}}