{"id":"W3013719225","doi":"10.1093/jcag/gwaa009","title":"Fecal Calprotectin, CRP and Leucocytes in IBD Patients: Comparison of Biomarkers With Biopsy Results","year":2020,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Grey Nuns Community Hospital; Hamilton Health Sciences; Population Health Research Institute; McMaster University; University of Alberta","funders":"","keywords":"Calprotectin; Biopsy; Medicine; Inflammatory bowel disease; Gastroenterology; Ulcerative colitis; Internal medicine; Rectum; Sigmoid colon; Feces; Inflammation; C-reactive protein; Ascending colon; Colonoscopy; Colitis; Pathology; Disease; Colorectal cancer; Biology","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":[0.0008190868,0.0002887452,0.0004550825,0.0008878887,0.0003076847,0.0006646918,0.0001858554,0.0004325385,0.000861393],"category_scores_gemma":[0.00336115,0.0001365068,0.0001784303,0.0008616782,0.000294746,0.0003144685,0.0003024329,0.000421119,0.000167554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003992732,"about_ca_system_score_gemma":0.0003825564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002606193,"about_ca_topic_score_gemma":0.003862217,"domain_scores_codex":[0.9992127,0.0002096735,0.00009927157,0.0001323269,0.0002248318,0.0001210612],"domain_scores_gemma":[0.9981436,0.0004941319,0.0007320705,0.00004658446,0.0002751503,0.0003086219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004107356,0.00003618626,0.9965502,0.00002608179,0.00002549911,0.00009723348,0.00006086399,0.00002183706,0.0009760585,0.000006897467,0.00002593089,0.001762548],"study_design_scores_gemma":[0.000008866646,0.0004859436,0.9982249,0.000008287771,0.00002788331,0.0005104242,0.0001100341,0.00009826324,0.0003858857,0.000009219149,0.0001266441,0.00000358783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984952,0.0008212205,0.0001032801,0.00003029237,0.000005818215,0.00001611036,0.0001072916,0.000002890804,0.0004179484],"genre_scores_gemma":[0.9995017,0.000113256,0.000176547,0.00002806706,0.00000865298,0.000009863653,0.00009164142,8.207925e-7,0.00006937792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002606193,"threshold_uncertainty_score":0.005182087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006552174605722883,"score_gpt":0.211521968148258,"score_spread":0.2049697935425351,"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."}}