{"id":"W1965071328","doi":"10.1177/0148607114523450","title":"Evaluation of Nutrition Deficits in Adult and Elderly Trauma Patients","year":2014,"lang":"en","type":"article","venue":"Journal of Parenteral and Enteral Nutrition","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Waterloo","funders":"","keywords":"Medicine; Parenteral nutrition; Intensive care unit; Population; Mechanical ventilation; Injury Severity Score; APACHE II; Major trauma; Geriatric trauma; Calorie; Body mass index; Intensive care medicine; Emergency medicine; Pediatrics; Internal medicine; Surgery; Poison control; Injury prevention","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":[0.000622477,0.0002384924,0.0003932493,0.001142175,0.0003373969,0.0005279117,0.0002414995,0.0003232124,0.001069685],"category_scores_gemma":[0.001859214,0.0001221945,0.0003226604,0.001161182,0.000221183,0.0004101981,0.0005224484,0.0004092338,0.0001818379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003907184,"about_ca_system_score_gemma":0.0004696073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002221928,"about_ca_topic_score_gemma":0.002571327,"domain_scores_codex":[0.9996064,0.00008161178,0.0001163533,0.00005264621,0.00007719056,0.00006577383],"domain_scores_gemma":[0.998727,0.0001292754,0.0007951674,0.00002777223,0.0001262084,0.0001945791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000669261,0.00002218849,0.9981123,0.00002179744,0.00001945938,0.0001468618,0.00003744727,0.00003220512,0.00005247597,0.000008322762,0.000127559,0.001352412],"study_design_scores_gemma":[0.000009291439,0.0001803486,0.9979119,0.00003184684,0.00002099729,0.001044459,0.0002665955,0.0001950437,0.00007424327,0.00003044324,0.0002313281,0.000003473378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980952,0.0005480282,0.00005878329,0.00007570627,0.000005090976,0.00002098998,0.0006124943,0.000002682326,0.0005810023],"genre_scores_gemma":[0.9985788,0.0003373156,0.0001649996,0.0000547393,0.0000144656,0.00002087413,0.0007516942,8.590096e-7,0.00007617148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002221928,"threshold_uncertainty_score":0.004418015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02600566878789572,"score_gpt":0.3045636631017076,"score_spread":0.2785579943138118,"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."}}