{"id":"W3049207431","doi":"10.1016/j.ccc.2020.06.002","title":"Preoperative Treatment of Malnutrition and Sarcopenia in Cardiac Surgery","year":2020,"lang":"en","type":"review","venue":"Critical Care Clinics","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Boniface Hospital; University of Manitoba","funders":"Baxter Healthcare Corporation; RWTH Aachen University","keywords":"Medicine; Prehabilitation; Malnutrition; Sarcopenia; Intensive care medicine; Quality of life (healthcare); Intensive care unit; Cardiac surgery; Population; Physical therapy; Surgery; Nursing; Internal medicine; Environmental health","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":[0.0008233516,0.0008974334,0.002827779,0.002164661,0.0002022501,0.0009735586,0.0009547317,0.001351257,0.003809315],"category_scores_gemma":[0.002137239,0.0003717483,0.001329888,0.001737771,0.0004340889,0.0009130577,0.0007448838,0.002323711,0.0009158494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003783889,"about_ca_system_score_gemma":0.0009840688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001472902,"about_ca_topic_score_gemma":0.003454771,"domain_scores_codex":[0.9996785,0.00006923407,0.00009437112,0.00005214815,0.00008315341,0.00002252994],"domain_scores_gemma":[0.9990286,0.0006100328,0.0001921022,0.00001332936,0.0001174787,0.00003859576],"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":[0.0002726373,0.0001370465,0.0002310669,0.06163803,0.0005053849,0.0001065781,0.00003109703,0.0002068545,0.0004829177,0.0006072212,0.01218505,0.9235961],"study_design_scores_gemma":[0.001140128,0.001789312,0.01018852,0.1528234,0.009124914,0.003759458,0.0002920133,0.0007499653,0.001136719,0.003521396,0.8153077,0.0001666129],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005175358,0.999627,0.00003535489,0.00007609845,0.00008569796,0.000002592056,0.000006666432,0.000001876599,0.000112975],"genre_scores_gemma":[0.0005532888,0.9988344,0.0001235594,0.0001929144,0.0001886747,0.000006061804,0.00001711138,8.386189e-7,0.0000831172],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003809315,"threshold_uncertainty_score":0.01274341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2386939689112288,"score_gpt":0.5086550888247995,"score_spread":0.2699611199135707,"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."}}