{"id":"W4406642012","doi":"10.1016/j.nutos.2025.01.004","title":"Lipids in parenteral nutrition – expert consensus statements: Translating guidelines into clinical practice","year":2025,"lang":"en","type":"article","venue":"Clinical Nutrition Open Science","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Alexandra Hospital","funders":"","keywords":"Parenteral nutrition; Clinical Practice; Consensus conference; Medicine; Intensive care medicine; Family medicine; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2261606,0.001872464,0.002679986,0.008922938,0.003455771,0.009708316,0.005932003,0.01193198,0.005149312],"category_scores_gemma":[0.3912166,0.00143167,0.003652063,0.004618369,0.003714625,0.007714105,0.0120589,0.01114697,0.004948134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009081239,"about_ca_system_score_gemma":0.0575274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005781883,"about_ca_topic_score_gemma":0.008743772,"domain_scores_codex":[0.7772267,0.1393546,0.04397722,0.004818968,0.03116512,0.003457437],"domain_scores_gemma":[0.6422355,0.1386052,0.02728785,0.01133607,0.165087,0.0154484],"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":[0.0002062016,0.0003670038,0.002839928,0.02876311,0.0006204111,0.001150566,0.006651874,0.002560157,0.001133785,0.01896664,0.4658169,0.4709235],"study_design_scores_gemma":[0.0004261724,0.000269834,0.002725341,0.144668,0.0005710605,0.0008970395,0.005306905,0.002627454,0.001165294,0.05373883,0.7872887,0.0003153144],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.007629989,0.133538,0.07025464,0.6805175,0.04411234,0.01435993,0.002866374,0.0008237847,0.04589732],"genre_scores_gemma":[0.1115333,0.200251,0.4735456,0.1527304,0.01837954,0.02228147,0.01061228,0.0006926741,0.009973639],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2261606,"threshold_uncertainty_score":0.9542817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1956132969191804,"score_gpt":0.580744187147245,"score_spread":0.3851308902280646,"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."}}