{"id":"W4389344306","doi":"10.1016/j.clnesp.2023.09.292","title":"Scale-up of a national program to improve nutrition care in Canadian hospitals","year":2023,"lang":"en","type":"article","venue":"Clinical Nutrition ESPEN","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Actua; Saskatchewan Health Authority; Research Institute for Aging; Saskatchewan Health; University of Toronto; Canadian Nutrition Society; Women's College Hospital; University of Waterloo","funders":"","keywords":"Medicine; Malnutrition; Scale (ratio); Intensive care medicine; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008700566,0.0001293633,0.0004612084,0.0007528565,0.00007120004,0.00002104061,0.0001134014,0.0002441264,0.0001343311],"category_scores_gemma":[0.0006128853,0.0001277213,0.000172918,0.001098822,0.00009135625,0.0000916621,0.0000328552,0.0003376487,0.000304834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003771279,"about_ca_system_score_gemma":0.000553582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002842518,"about_ca_topic_score_gemma":0.01555526,"domain_scores_codex":[0.9976879,0.00009576494,0.0009472038,0.000394076,0.0004071903,0.0004678103],"domain_scores_gemma":[0.9981226,0.0001990229,0.0001047856,0.0002009587,0.0006162776,0.0007562954],"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":[0.003952705,0.009643139,0.3219078,0.01414393,0.0001121707,0.0003078852,0.002318987,0.000004664663,0.004987179,0.002701393,0.2834221,0.356498],"study_design_scores_gemma":[0.03026106,0.005374718,0.3887091,0.006013605,0.00005469955,0.00002800943,0.003086841,0.0005789589,0.004149055,0.007157096,0.5539866,0.0006002654],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9364688,0.0003129917,0.000007019707,0.05261211,0.001014486,0.005630958,0.0003871556,0.0002603529,0.003306111],"genre_scores_gemma":[0.9915289,0.0005234202,0.002472479,0.002868436,0.0006021654,0.000968365,0.0007008204,0.0000268166,0.0003086301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3558977,"threshold_uncertainty_score":0.8680199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06691483301101357,"score_gpt":0.4685231348901945,"score_spread":0.401608301879181,"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."}}