{"id":"W3113185773","doi":"10.3390/nu12123808","title":"Translating Evidence-Based Guidelines into Practice—Are We Getting It Right? A Multi-Centre Prospective International Audit of Nutrition Care in Patients with Foregut Tumors (INFORM)","year":2020,"lang":"en","type":"article","venue":"Nutrients","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Alberta; Royal Alexandra Hospital; Canadian Nutrition Society","funders":"","keywords":"Medicine; Audit; Malnutrition; Clinical nutrition; Evidence-based practice; Best practice; Family medicine; MEDLINE; Evidence-based medicine; Intensive care medicine; Internal medicine; Pathology; Alternative medicine","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":[0.1495134,0.0003755544,0.001464881,0.0058676,0.001083628,0.007117357,0.001815562,0.001635791,0.0009708715],"category_scores_gemma":[0.339315,0.001136364,0.00181019,0.01078633,0.001168493,0.00382559,0.006012674,0.00261848,0.0002778778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005101536,"about_ca_system_score_gemma":0.02729962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01374387,"about_ca_topic_score_gemma":0.01900748,"domain_scores_codex":[0.8341725,0.06879913,0.06872804,0.004405241,0.02110273,0.002792393],"domain_scores_gemma":[0.6284316,0.1224526,0.1274975,0.03460542,0.08005267,0.006960181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003877826,0.0002586552,0.8177915,0.009266061,0.001435196,0.0002297929,0.005796198,0.0005023487,0.0002818942,0.00125313,0.009668902,0.1531286],"study_design_scores_gemma":[0.0004733801,0.0007953653,0.8911133,0.04454043,0.0025444,0.0006878758,0.007979184,0.002511389,0.0009522999,0.001234443,0.04697436,0.00019363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8170776,0.08551183,0.01089589,0.04895409,0.0009941859,0.008118609,0.01258954,0.0003593024,0.01549895],"genre_scores_gemma":[0.9476144,0.01336663,0.02504651,0.006339312,0.0001327356,0.002446987,0.004586506,0.00008275863,0.000384062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1495134,"threshold_uncertainty_score":0.7907118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06732817989925628,"score_gpt":0.3647375456306051,"score_spread":0.2974093657313488,"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."}}