{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001221559,0.00008107335,0.0001079166,0.000495029,0.0000794782,0.00001395869,0.00003740544,0.000042409,0.0002222686],"category_scores_gemma":[0.00002070109,0.00007871797,0.00002090568,0.0002965485,0.00002643517,0.00006278706,0.000006493708,0.0001758942,0.0001212578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005717293,"about_ca_system_score_gemma":0.0009268845,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002668596,"about_ca_topic_score_gemma":0.02498889,"domain_scores_codex":[0.9991227,0.00002511803,0.0001583749,0.0001656157,0.0001835364,0.0003446844],"domain_scores_gemma":[0.9988248,0.00001420117,0.00002531059,0.0001650158,0.00006235542,0.0009082638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005974602,0.00004101043,0.9852912,0.0002266461,0.000004534665,0.000266178,0.00005310011,0.000004741269,0.000002500433,0.0005809179,0.01293201,0.0005374043],"study_design_scores_gemma":[0.002382055,0.00005803548,0.968626,0.0003541031,0.000008804854,7.21497e-7,0.00005042043,0.0001339563,0.000001961573,0.0001838679,0.02811294,0.00008710916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842559,0.0000346639,0.000003197099,0.01223899,0.0001514132,0.0005798581,0.00006311652,0.00006883944,0.002604048],"genre_scores_gemma":[0.9957235,0.00002189677,0.0001404615,0.003002396,0.00008128984,0.00006996232,0.0003628444,0.00001929883,0.0005783736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02232029,"threshold_uncertainty_score":0.9928025,"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."}}