{"id":"W4410869748","doi":"10.1016/j.cdnut.2025.106182","title":"Personalized Parenteral Nutrition on Inflammation, Nutritional Status and Clinical Recovery in Critically Ill Patients: A Systematic Review and Meta-analysis","year":2025,"lang":"en","type":"review","venue":"Current Developments in Nutrition","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Critically ill; Intensive care medicine; Medicine; Meta-analysis; Parenteral nutrition; 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":[0.004124311,0.001974812,0.01215475,0.002018157,0.0004420547,0.00224017,0.001412629,0.001987763,0.00387917],"category_scores_gemma":[0.01192206,0.001021682,0.0211828,0.003459718,0.0005411488,0.001291974,0.001435784,0.00202726,0.0002841547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001061016,"about_ca_system_score_gemma":0.002074422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004919344,"about_ca_topic_score_gemma":0.01634885,"domain_scores_codex":[0.9973691,0.0009483542,0.0008356523,0.0004105966,0.0002892949,0.0001471398],"domain_scores_gemma":[0.9942116,0.004059331,0.0010986,0.0002003981,0.0003217312,0.0001082406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00399263,0.0001129848,0.01036204,0.3596072,0.5954403,0.00014273,0.0001066215,0.0004543487,0.000306567,0.00014183,0.0009279783,0.0284048],"study_design_scores_gemma":[0.001102233,0.0003195216,0.009927566,0.01925077,0.9669918,0.00008255561,0.00007264541,0.0001690836,0.00007702342,0.0002145346,0.001754255,0.00003798023],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006112004,0.9929504,0.0002394109,0.000116971,0.0001101544,0.00007708247,0.0002599326,0.00001029013,0.0001237675],"genre_scores_gemma":[0.1521911,0.8435162,0.00166763,0.001139128,0.0002811551,0.0003306976,0.0005371791,0.00001656148,0.0003204042],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01215475,"threshold_uncertainty_score":0.02181172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09122093666758614,"score_gpt":0.4206362088894939,"score_spread":0.3294152722219078,"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."}}