{"id":"W4296628368","doi":"10.1016/j.clnesp.2022.09.019","title":"Feasibility and impact of a quality improvement initiative to screen for malnutrition in an Inflammatory Bowel Disease clinic","year":2022,"lang":"en","type":"article","venue":"Clinical Nutrition ESPEN","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Malnutrition; Inflammatory bowel disease; Intervention (counseling); Referral; Disease; Intensive care medicine; Pediatrics; Physical therapy; Internal medicine; Family medicine; Nursing","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":[0.02473547,0.0006344483,0.0006380338,0.00130489,0.003004634,0.003469836,0.001384863,0.001857739,0.002700653],"category_scores_gemma":[0.03479436,0.0005681068,0.001331068,0.001089162,0.001094018,0.002011415,0.004108056,0.002347656,0.0004706689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003941298,"about_ca_system_score_gemma":0.01693133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02036497,"about_ca_topic_score_gemma":0.02334545,"domain_scores_codex":[0.970205,0.01874744,0.001731373,0.00174465,0.004112834,0.003458676],"domain_scores_gemma":[0.954236,0.009992894,0.00546864,0.001900134,0.007562879,0.02083936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007552141,0.04774658,0.8375231,0.000233923,0.0002923647,0.0004269659,0.001840168,0.0009729048,0.001194958,0.000289104,0.004579229,0.09734862],"study_design_scores_gemma":[0.005674399,0.03683892,0.9433886,0.000201044,0.0003107844,0.0002123059,0.004292688,0.005426235,0.0005949097,0.0002034455,0.002741162,0.0001154286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839094,0.0002425041,0.001007801,0.006574162,0.0002323641,0.002947333,0.0005126715,0.00007951869,0.004494221],"genre_scores_gemma":[0.991232,0.0001300758,0.004662526,0.0017347,0.0001757204,0.001177181,0.0004779567,0.00001436458,0.000395445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02473547,"threshold_uncertainty_score":0.1308152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2514037912725678,"score_gpt":0.5296084108503867,"score_spread":0.2782046195778189,"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."}}