{"id":"W7116762813","doi":"10.5005/jp-journals-10071-25089","title":"Impact of Personalized Parenteral Nutrition on Inflammatory Markers and Clinical Outcomes in Critically Ill Patients: A Systematic Review and Meta-analysis","year":2025,"lang":"en","type":"article","venue":"Indian Journal of Critical Care Medicine","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Critically ill; Parenteral nutrition; Critical illness; MEDLINE; Intensive care; Systemic inflammatory response syndrome","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":[0.01092354,0.002745958,0.01710263,0.006200481,0.0006067421,0.003056718,0.001916864,0.002267775,0.003175298],"category_scores_gemma":[0.02503745,0.00124837,0.03674753,0.006446584,0.0005870714,0.001670955,0.001459483,0.001988028,0.0002344687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002416788,"about_ca_system_score_gemma":0.003709157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00569141,"about_ca_topic_score_gemma":0.01099373,"domain_scores_codex":[0.9924008,0.003636331,0.002102763,0.0007226691,0.0008751681,0.0002623012],"domain_scores_gemma":[0.9855009,0.01073741,0.002113729,0.000382942,0.001070374,0.0001947334],"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":[0.001899088,0.00005283138,0.003616404,0.4482568,0.5296599,0.000122564,0.00007065642,0.0006398334,0.0001892232,0.0001357126,0.0005253758,0.01483166],"study_design_scores_gemma":[0.0004787672,0.0002119546,0.003451598,0.02856288,0.9653916,0.00008981692,0.00003794299,0.0002231378,0.0001067425,0.0001613841,0.001259403,0.00002477973],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003440529,0.9952053,0.0003832784,0.0001634074,0.00009157118,0.0002282396,0.0002992427,0.00001421178,0.0001742769],"genre_scores_gemma":[0.1202848,0.8747353,0.001969822,0.0007381806,0.0002294648,0.001160587,0.0006324389,0.00001883409,0.0002305759],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01710263,"threshold_uncertainty_score":0.05776983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03599423505834119,"score_gpt":0.4197871357102281,"score_spread":0.3837929006518869,"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."}}