{"id":"W4213281750","doi":"10.1093/jcag/gwab049.169","title":"A170 SERUM ALBUMIN AS A MEASURE OF INFLAMMATION OR MALNUTRITION IN INFLAMMATORY BOWEL DISEASE: A CROSS SECTIONAL STUDY","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Queen's University","funders":"","keywords":"Hypoalbuminemia; Medicine; Albumin; Malnutrition; Internal medicine; Crohn's disease; Inflammatory bowel disease; Inflammation; Serum albumin; Gastroenterology; C-reactive protein; Disease; Immunology","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":[0.003053328,0.0002703936,0.0003595333,0.0008109621,0.0004374312,0.0007016399,0.0002798516,0.0005164886,0.0009797857],"category_scores_gemma":[0.004163662,0.0003917084,0.000431833,0.0009917837,0.0004327963,0.0007461591,0.0005457149,0.0005539226,0.0002087503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002527618,"about_ca_system_score_gemma":0.0003024231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00164546,"about_ca_topic_score_gemma":0.00213347,"domain_scores_codex":[0.9985873,0.000750935,0.0001548583,0.0002362275,0.0001657824,0.0001049461],"domain_scores_gemma":[0.996556,0.001175449,0.001075385,0.0002114107,0.0003893385,0.000592487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006363794,0.00003758719,0.9994388,0.000008498024,0.00003954611,0.00002021128,0.00005858454,0.000008466443,0.00008642964,0.000005953445,0.00001259904,0.0002196551],"study_design_scores_gemma":[0.0000118019,0.0005441298,0.998717,0.000008019432,0.00004745974,0.0001861982,0.0001991967,0.0001168577,0.00005357821,0.00001129173,0.0001012469,0.00000332192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999231,0.0002684631,0.000127607,0.00002540937,0.000007586823,0.00001887272,0.0001007993,0.000001345392,0.0002189419],"genre_scores_gemma":[0.9996518,0.00004853525,0.0001246471,0.00002737512,0.000007064279,0.00001314245,0.00007708254,4.983486e-7,0.00004987999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003053328,"threshold_uncertainty_score":0.01614773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006299758868199043,"score_gpt":0.2299653185547434,"score_spread":0.2236655596865444,"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."}}