{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02117144,0.0009794991,0.006093677,0.002974299,0.0001384045,0.002903616,0.001938071,0.001576274,0.002552727],"category_scores_gemma":[0.06652183,0.0007537669,0.00493421,0.003618904,0.0006235351,0.002310033,0.0009406978,0.001619429,0.0004041808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009167913,"about_ca_system_score_gemma":0.00167185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004284561,"about_ca_topic_score_gemma":0.004433245,"domain_scores_codex":[0.9884327,0.006378761,0.002671717,0.0007986487,0.001570115,0.0001480839],"domain_scores_gemma":[0.9473429,0.04444554,0.004907087,0.0007913096,0.002420726,0.0000924474],"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":[0.001701045,0.00004609451,0.01833457,0.3231172,0.04214378,0.0001116343,0.0002842739,0.001504689,0.0002342527,0.001692154,0.006719176,0.6041112],"study_design_scores_gemma":[0.00283408,0.001178864,0.1106332,0.4420766,0.2129654,0.002243281,0.0008777879,0.00531401,0.001498261,0.009583702,0.2104412,0.000353608],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001148866,0.9970203,0.0005244808,0.0005460675,0.0001007099,0.00002479669,0.0002877464,0.000008186154,0.0003388491],"genre_scores_gemma":[0.07028931,0.9238582,0.003172756,0.001043831,0.0003818028,0.000123902,0.0009119208,0.00002209497,0.0001961811],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02117144,"threshold_uncertainty_score":0.1119666,"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."}}