{"id":"W3048910297","doi":"10.1186/s13054-020-03208-7","title":"Biomarkers in critical care nutrition","year":2020,"lang":"en","type":"review","venue":"Critical Care","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Kingston General Hospital; Clinical Evaluation Research Unit; Queen's University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Critical illness; Intensive care medicine; Critically ill","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001059253,0.0004357111,0.001998808,0.0003801844,0.0001168702,0.00005683683,0.0001551894,0.0006838366,0.0003941218],"category_scores_gemma":[0.001958506,0.0004160751,0.0005630424,0.0005901511,0.0002969196,0.00006795502,0.0000810901,0.001308174,0.0003004861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008072344,"about_ca_system_score_gemma":0.0006367763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001047523,"about_ca_topic_score_gemma":0.00000710841,"domain_scores_codex":[0.9970517,0.0002664386,0.0008670208,0.000745384,0.0004309393,0.000638495],"domain_scores_gemma":[0.9976868,0.0006937358,0.00003695141,0.0003663332,0.0004256948,0.0007904948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000333405,0.0001210909,0.00002013025,0.5125532,0.0000173895,0.001493423,0.0002753552,1.08717e-9,3.391967e-7,0.004345604,0.001732822,0.4794073],"study_design_scores_gemma":[0.000775626,0.0002363863,0.000007790799,0.06703815,0.0007728611,0.0002398639,0.00366396,0.000002103666,0.000001772836,0.0001724555,0.9267461,0.0003428926],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[9.289839e-7,0.9858624,0.00002715827,0.005597454,0.0006543531,0.001270624,0.0003186557,0.000153229,0.006115225],"genre_scores_gemma":[0.001535522,0.9925398,0.001760271,0.001582,0.001084783,0.0004197931,0.0009738595,0.00009583049,0.000008140121],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9250133,"threshold_uncertainty_score":0.9998291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.204987589407836,"score_gpt":0.522832231705317,"score_spread":0.317844642297481,"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."}}