{"id":"W2164628062","doi":"10.1177/0148607113478192","title":"Why Critically Ill Patients Are Protein Deprived","year":2013,"lang":"en","type":"article","venue":"Journal of Parenteral and Enteral Nutrition","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Critically ill; Intensive care medicine; Critical illness; Malnutrition; Medicine; Intensive care unit; Protein–energy malnutrition; Intensive care; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008593095,0.0001619401,0.0003407077,0.0001476412,0.0000800386,0.0001085665,0.0001230314,0.00008717345,0.000129971],"category_scores_gemma":[0.0003080014,0.000132242,0.0001922521,0.00005829124,0.00009517587,0.0005304716,0.00004125724,0.000303197,0.00001363521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004358128,"about_ca_system_score_gemma":0.000001226841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002548803,"about_ca_topic_score_gemma":0.00001474955,"domain_scores_codex":[0.9984156,0.0001615621,0.0007267898,0.000172203,0.000238824,0.000285057],"domain_scores_gemma":[0.9978619,0.00005114865,0.0003147811,0.00008563067,0.001440809,0.0002457618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.004574539,0.007099173,0.3990721,0.000457764,0.00008966009,0.00005364691,0.0002348941,0.000001295596,0.02078133,0.00001565958,0.55702,0.01059985],"study_design_scores_gemma":[0.02549641,0.008993623,0.8789839,0.002645536,0.0001164453,0.0003156884,0.0005093736,0.0002763746,0.002031544,0.008921397,0.07125591,0.0004538354],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8871912,0.0000966625,0.0001748265,0.1114867,0.000691438,0.0003148369,0.00001886445,0.0000162829,0.000009178643],"genre_scores_gemma":[0.9370777,0.00003547295,0.001032996,0.06139701,0.0003925023,0.00002298024,0.00002147556,0.00001283606,0.000007034072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4857641,"threshold_uncertainty_score":0.5392674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01567861178875058,"score_gpt":0.267926448325963,"score_spread":0.2522478365372124,"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."}}