{"id":"W2007560029","doi":"10.1097/01.mib.0000442681.85545.31","title":"Clinical Utility of Fecal Biomarkers for the Diagnosis and Management of Inflammatory Bowel Disease","year":2014,"lang":"en","type":"review","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":165,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McGill University; McGill University Health Centre","funders":"","keywords":"Calprotectin; Medicine; Inflammatory bowel disease; Ulcerative colitis; Inflammatory Bowel Diseases; Gastroenterology; Lactoferrin; Internal medicine; Crohn's disease; Disease","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00139181,0.001009263,0.001582423,0.000187002,0.0002341907,0.00005457351,0.001195709,0.0005903935,0.00005445451],"category_scores_gemma":[0.0006998411,0.0007874518,0.002408783,0.0001257178,0.001680861,0.00002298797,0.0008613566,0.0002522872,0.00001195594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003488691,"about_ca_system_score_gemma":0.0007716173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002955403,"about_ca_topic_score_gemma":0.00001044012,"domain_scores_codex":[0.9940649,0.0008423756,0.002562389,0.001294599,0.0005846694,0.0006510901],"domain_scores_gemma":[0.9941873,0.0007209287,0.00167351,0.002311408,0.0003083033,0.0007985645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002895786,0.0008778236,0.2280102,0.2370308,0.007171569,0.0003035736,0.00002176655,0.00001786918,0.000002293159,0.001064961,0.01573764,0.5068657],"study_design_scores_gemma":[0.001288309,0.0001008435,0.3508969,0.005850925,0.006237741,0.000003308565,0.00003467729,0.0001008782,0.000005019258,0.0001050431,0.634555,0.0008212762],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01721237,0.9743645,0.0001664099,0.00002210401,0.0006581622,0.004836133,0.002574926,0.00005317911,0.0001122721],"genre_scores_gemma":[0.00788074,0.9878743,0.0001279943,0.00006788583,0.0005445755,0.00261771,0.0006105897,0.0001755149,0.0001006762],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6188174,"threshold_uncertainty_score":0.9994577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03056460347553143,"score_gpt":0.3294354961943647,"score_spread":0.2988708927188333,"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."}}