{"id":"W4383683837","doi":"10.58931/cibdt.2023.119","title":"Malnutrition assessment in patients with inflammatory bowel disease","year":2023,"lang":"en","type":"article","venue":"Canadian IBD Today","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Malnutrition; Medicine; Inflammatory bowel disease; Ulcerative colitis; Disease; Micronutrient; Malabsorption; Crohn's disease; Micronutrient deficiency; Quality of life (healthcare); Psychological intervention; Intensive care medicine; Internal medicine; Pathology","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":[0.0008060844,0.0003112229,0.0005411389,0.001112248,0.0005738004,0.0006802314,0.0002736716,0.000486458,0.002849678],"category_scores_gemma":[0.002714538,0.0001434466,0.0003605785,0.001142001,0.0001695408,0.0006087518,0.0009419013,0.000691027,0.0007001571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004227168,"about_ca_system_score_gemma":0.0003554279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002395093,"about_ca_topic_score_gemma":0.003344755,"domain_scores_codex":[0.9993262,0.0002723124,0.0001613193,0.00005587575,0.000113273,0.00007101816],"domain_scores_gemma":[0.9992945,0.00009936173,0.0002772735,0.00001422373,0.0001895608,0.0001250392],"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":[0.0009139958,0.0001989838,0.9238725,0.0006495683,0.0001059776,0.0005798012,0.0005159422,0.0001336611,0.0003523853,0.000177738,0.006499817,0.06599961],"study_design_scores_gemma":[0.00006933609,0.000723397,0.9830495,0.0009974113,0.0001039587,0.00209067,0.001081745,0.0003761882,0.0001654369,0.0003141357,0.01099567,0.00003257875],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9269992,0.03637169,0.0009800772,0.00410274,0.0003697683,0.0005002623,0.002949356,0.00007319548,0.0276537],"genre_scores_gemma":[0.9821916,0.01013524,0.001942129,0.001192917,0.0001677793,0.0004146073,0.001591678,0.000008550839,0.002355526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002849678,"threshold_uncertainty_score":0.009533107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01325835207664544,"score_gpt":0.2751084001415737,"score_spread":0.2618500480649283,"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."}}