{"id":"W2792667478","doi":"10.1093/jcag/gwy008.095","title":"A94 USE OF LOW-DOSE CTE IN PREDICTING ACTIVE INFLAMMATION IN CROHN’S PATIENTS WITH INTERMEDIATE FECAL CALPROTECTIN LEVELS","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Calprotectin; Medicine; Internal medicine; Gastroenterology; Biomarker; Gold standard (test); Inflammatory bowel disease; Inflammation; Cohort; Disease; Logistic regression; Crohn's disease; Faecal calprotectin","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":[0.002358416,0.0005731103,0.0006079233,0.001093603,0.0003384473,0.0009123034,0.0004606606,0.0006404592,0.0009166272],"category_scores_gemma":[0.006047404,0.0003131841,0.001103175,0.000811185,0.0002844743,0.0007583086,0.0005201909,0.0007659781,0.0003030855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002711391,"about_ca_system_score_gemma":0.0003765521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00156861,"about_ca_topic_score_gemma":0.002259613,"domain_scores_codex":[0.9990134,0.0003850689,0.0001497179,0.0001596286,0.0002054157,0.00008670411],"domain_scores_gemma":[0.9973865,0.001044447,0.0005987806,0.0002268784,0.0004964208,0.0002469694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007243479,0.00008555841,0.9946508,0.00001784285,0.00006328627,0.00007044894,0.00003088353,0.0001917204,0.0003484113,0.00001441659,0.00007309557,0.003729339],"study_design_scores_gemma":[0.0001021219,0.001689322,0.9844694,0.00004140604,0.000304185,0.0007624664,0.0002349367,0.01112843,0.0006261526,0.00008275702,0.0005346615,0.00002398607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977123,0.0006825027,0.0007164425,0.00008277155,0.0000166107,0.00002882534,0.0001359437,0.00001205352,0.0006125192],"genre_scores_gemma":[0.9986866,0.0001195122,0.0008494552,0.00001848526,0.000009339597,0.00001149551,0.0001745049,0.000001803255,0.0001287901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002358416,"threshold_uncertainty_score":0.01247269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009733068736325524,"score_gpt":0.2225164327633889,"score_spread":0.2127833640270634,"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."}}