{"id":"W4405498331","doi":"10.1097/ccm.0000000000006537","title":"Toward Precision in Nutrition Therapy","year":2024,"lang":"en","type":"review","venue":"Critical Care Medicine","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"RWTH Aachen University","keywords":"Medicine; Intensive care medicine; Psychological intervention; Micronutrient; Clinical nutrition; Medical nutrition therapy; Health care; Nursing; Internal medicine; Pathology","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":[0.009935851,0.0009745464,0.002060267,0.002512125,0.0005334902,0.004558829,0.001481851,0.003687035,0.00343757],"category_scores_gemma":[0.01575204,0.0004369821,0.001365673,0.001712532,0.0027476,0.005652021,0.002909214,0.006467824,0.001651421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002242106,"about_ca_system_score_gemma":0.005561635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001874567,"about_ca_topic_score_gemma":0.00185074,"domain_scores_codex":[0.9942988,0.002322255,0.0007273678,0.0005466116,0.001901108,0.0002037452],"domain_scores_gemma":[0.9883686,0.008626428,0.0007617152,0.000516387,0.001490561,0.0002361842],"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":[0.0001187465,0.00009215153,0.0003414335,0.03797651,0.0003290818,0.0001525687,0.0004890622,0.0007325349,0.0009098987,0.07704673,0.05109885,0.8307124],"study_design_scores_gemma":[0.00003724068,0.00009062307,0.0005742653,0.02966401,0.0001646199,0.0004285324,0.0002663484,0.0002402149,0.000416663,0.03350059,0.9345806,0.00003639751],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001195355,0.988139,0.0017728,0.006448038,0.001257817,0.00001523368,0.00002209479,0.00002705742,0.002198464],"genre_scores_gemma":[0.003635307,0.9842632,0.004020844,0.00562511,0.001410863,0.00006496195,0.00004773868,0.00001411598,0.0009177636],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009935851,"threshold_uncertainty_score":0.05254644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1581261323453162,"score_gpt":0.4799399526509616,"score_spread":0.3218138203056454,"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."}}