{"id":"W4402625063","doi":"10.1016/j.clnesp.2024.07.523","title":"Under- not over-nutrition is associated with adverse outcomes in cancer surgery","year":2024,"lang":"en","type":"article","venue":"Clinical Nutrition ESPEN","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Medicine; Adverse effect; Cancer surgery; Intensive care medicine; Cancer; General surgery; 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":[0.0007602521,0.0001984292,0.0003195979,0.0005923897,0.0004161665,0.001108559,0.0003522167,0.0006040032,0.003792603],"category_scores_gemma":[0.006794313,0.000222484,0.0009498449,0.001222307,0.0004284643,0.000490371,0.0008824558,0.001409565,0.000277081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003356348,"about_ca_system_score_gemma":0.0009917279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00663479,"about_ca_topic_score_gemma":0.0109634,"domain_scores_codex":[0.9992551,0.0001833174,0.0001024201,0.0001259175,0.0001174836,0.000215737],"domain_scores_gemma":[0.9946998,0.001119215,0.002697566,0.0002430412,0.0003132465,0.0009271713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002586287,0.00005062013,0.994829,0.00005708246,0.0002355884,0.00007652988,0.0000481535,0.00004758746,0.0001356338,0.00004830275,0.000281204,0.003931711],"study_design_scores_gemma":[0.000007286973,0.00009814541,0.9982865,0.00004593946,0.0001392807,0.0001922659,0.000290752,0.0001516084,0.00004235197,0.0001894397,0.0005483911,0.000008012438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931796,0.003135564,0.0001688885,0.0007214998,0.0001447056,0.00000794521,0.0004814618,0.000008691441,0.002151746],"genre_scores_gemma":[0.9978449,0.0008958209,0.0001070934,0.0001962518,0.0001101713,0.000004215229,0.0003893187,0.000006461703,0.0004457255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00663479,"threshold_uncertainty_score":0.01319236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1959748969687988,"score_gpt":0.4801182013479482,"score_spread":0.2841433043791494,"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."}}