{"id":"W2585748538","doi":"10.1186/s40795-017-0127-5","title":"More-2-Eat: evaluation protocol of a multi-site implementation of the Integrated Nutrition Pathway for Acute Care","year":2017,"lang":"en","type":"article","venue":"BMC Nutrition","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Research Institute for Aging; Concordia Hospital; University of Waterloo","funders":"Canadian Frailty Network; Canadian Nutrition Society","keywords":"Medicine; Clinical nutrition; Audit; Malnutrition; Protocol (science); Health services research; Nursing; Qualitative property; Implementation research; Family medicine; Public health; Psychological intervention; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004479862,0.0001354529,0.0002967989,0.000144948,0.0003197784,0.00002554372,0.0001265014,0.0001146672,0.00005325625],"category_scores_gemma":[0.0001279223,0.0001084641,0.0001914059,0.0001215439,0.00009928146,0.0001922935,0.00002883164,0.0001140072,0.000001750814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002093036,"about_ca_system_score_gemma":0.0002816443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001515747,"about_ca_topic_score_gemma":0.0002711304,"domain_scores_codex":[0.9984995,0.0001092177,0.0005667639,0.0002304608,0.0004149752,0.0001790773],"domain_scores_gemma":[0.9973194,0.0000377898,0.0006911823,0.0004722194,0.001419112,0.0000603098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.007196286,0.005138333,0.150824,0.04688159,0.0002292229,0.000002934665,0.005776434,0.000007464437,0.6993749,0.001181068,0.004662982,0.07872472],"study_design_scores_gemma":[0.06473776,0.001185569,0.2689542,0.00503226,0.0005921788,0.00001982903,0.00713667,0.005235518,0.6374138,0.0007400987,0.008707801,0.0002443619],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6092015,0.0002132237,0.005251607,0.002593857,0.0004160103,0.3807022,0.001392644,0.00008120192,0.0001477557],"genre_scores_gemma":[0.8137645,0.00002601892,0.01932546,0.0001010259,0.0001895067,0.1657314,0.0008084805,0.00002487866,0.00002866577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2149708,"threshold_uncertainty_score":0.4423038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1135636062324003,"score_gpt":0.4909144655759731,"score_spread":0.3773508593435729,"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."}}