{"id":"W2137354128","doi":"10.1177/0884533614554264","title":"American Society for Parenteral and Enteral Nutrition and Academy of Nutrition and Dietetics","year":2014,"lang":"en","type":"article","venue":"Nutrition in Clinical Practice","topic":"Dietetics, Nutrition, and Education","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Nuclear Safety Commission","keywords":"Medicine; Parenteral nutrition; Clinical nutrition; Competence (human resources); Nursing; Accountability; Medical education; Intensive care medicine; Management","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002443179,0.0001880376,0.0005150253,0.0001147956,0.0003302579,0.00003259056,0.00007778687,0.000353221,0.00001111736],"category_scores_gemma":[0.003014798,0.0002049019,0.0001281978,0.0001839923,0.0004820471,0.0005822168,0.00006372981,0.0007612189,0.000003344258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006319662,"about_ca_system_score_gemma":0.00003570463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006477165,"about_ca_topic_score_gemma":0.0000216317,"domain_scores_codex":[0.9967317,0.0008655105,0.001333914,0.0004908681,0.000211784,0.000366213],"domain_scores_gemma":[0.9897124,0.008895264,0.0007401853,0.0001357065,0.0003135488,0.0002028724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009977408,0.03603686,0.3721434,0.06448221,0.0004659448,0.000002631634,0.01770399,0.000001341685,0.001878093,0.03076348,0.3148004,0.1517442],"study_design_scores_gemma":[0.02306227,0.002045953,0.1804588,0.00481195,0.0003216715,0.00001728499,0.03568918,0.001701121,0.00006864879,0.03509858,0.7161891,0.0005354522],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9300361,0.002793806,0.001663127,0.06121944,0.001127762,0.002592388,0.0001973272,0.000076804,0.000293253],"genre_scores_gemma":[0.9217581,0.04062504,0.03078575,0.004216273,0.001743646,0.0006621877,0.0001428686,0.00002953261,0.00003656675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4013886,"threshold_uncertainty_score":0.8355655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1865275365853502,"score_gpt":0.5520924922677324,"score_spread":0.3655649556823822,"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."}}