{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003216911,0.00007490015,0.0002001517,0.00007772719,0.00003000303,0.00000566187,0.000144747,0.00009441146,0.000002427394],"category_scores_gemma":[0.0005860873,0.00005857996,0.00006199037,0.00006274047,0.00007449986,0.000005797153,0.00002869764,0.0001278281,1.700695e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001306915,"about_ca_system_score_gemma":0.0002008764,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007856773,"about_ca_topic_score_gemma":0.1240259,"domain_scores_codex":[0.9989457,0.0002276759,0.0004312945,0.00009242311,0.0001427949,0.000160077],"domain_scores_gemma":[0.9985948,0.00001442694,0.0009078845,0.00008194414,0.0002534922,0.0001475201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002396404,0.00003130808,0.9932889,0.00001399319,0.0001117494,0.00000599165,0.0001241555,0.0001714065,0.002677916,0.000002204,0.001129453,0.00004655682],"study_design_scores_gemma":[0.00292816,0.000998499,0.9942479,0.00002336889,0.00003019159,0.000005911673,0.00008497656,0.00006114456,0.001264355,0.000003281207,0.0003164504,0.00003580533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963794,0.00001045538,0.00001312371,0.003314676,0.00006800256,0.0001026403,0.00007366145,5.661875e-7,0.00003752602],"genre_scores_gemma":[0.99945,0.000002871218,0.0001350541,0.0003521036,0.00003953031,7.264709e-7,0.000006384872,0.000006423957,0.00000691906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1232403,"threshold_uncertainty_score":0.8919583,"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."}}