{"id":"W1999413206","doi":"10.1038/ajg.2013.354","title":"EMerging BiomARKers in Inflammatory Bowel Disease (EMBARK) Study Identifies Fecal Calprotectin, Serum MMP9, and Serum IL-22 as a Novel Combination of Biomarkers for Crohn's Disease Activity: Role of Cross-Sectional Imaging","year":2013,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Calprotectin; Medicine; Biomarker; Gastroenterology; Internal medicine; Crohn's disease; Inflammatory bowel disease; Ulcerative colitis; Feces; Disease; Area under the curve","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":[0.002604842,0.0008584056,0.0009211874,0.0007604499,0.0001758228,0.0009531166,0.0004749297,0.0005187246,0.001585064],"category_scores_gemma":[0.003087886,0.0003151949,0.0003946999,0.0007819094,0.0001526479,0.0006876077,0.0007923696,0.0008100468,0.0006602096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002263707,"about_ca_system_score_gemma":0.0002686541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006010715,"about_ca_topic_score_gemma":0.001870057,"domain_scores_codex":[0.9989177,0.0005623573,0.00009029443,0.0001746172,0.0001965235,0.00005865644],"domain_scores_gemma":[0.9971946,0.0006924453,0.001137133,0.0001732278,0.0003868951,0.0004155983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01607799,0.0005520771,0.9489484,0.0003238389,0.001061948,0.000229062,0.00005722052,0.0002452078,0.005799231,0.0001004383,0.0009557185,0.02564891],"study_design_scores_gemma":[0.001018403,0.002886561,0.9894629,0.00008210996,0.0009271844,0.0006877356,0.0000514541,0.0009685303,0.001556263,0.00005500733,0.002287235,0.00001674531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840875,0.008832503,0.001358981,0.0003806075,0.0000431095,0.000121587,0.003158965,0.00006234901,0.00195445],"genre_scores_gemma":[0.9858575,0.00159313,0.005903109,0.000267857,0.000133485,0.0001443022,0.004157922,0.00001611447,0.00192655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002604842,"threshold_uncertainty_score":0.01377589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005038352108873716,"score_gpt":0.2558541426968641,"score_spread":0.2508157905879904,"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."}}