{"id":"W2998401949","doi":"10.1093/ibd/izz308","title":"Histological Markers of Clinical Relapse in Endoscopically Quiescent Ulcerative Colitis","year":2019,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research; National Institutes of Health; National Institute of Diabetes and Digestive and Kidney Diseases; Crohn's and Colitis Foundation of Canada","keywords":"Ulcerative colitis; Medicine; Gastroenterology; Internal medicine; Colectomy; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001059806,0.0002561212,0.0003516502,0.0008989614,0.000201943,0.0004517887,0.0003018855,0.0003689398,0.001407302],"category_scores_gemma":[0.003412954,0.0001439407,0.0002454544,0.0006397924,0.000272744,0.0003343669,0.0003041133,0.0004114906,0.0002410617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001736859,"about_ca_system_score_gemma":0.0001413423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005903564,"about_ca_topic_score_gemma":0.0008446726,"domain_scores_codex":[0.9995937,0.0001541834,0.00005060309,0.00004845857,0.00009518414,0.00005787052],"domain_scores_gemma":[0.9952387,0.0008001127,0.002929223,0.0001093691,0.0003310679,0.0005915639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004858724,0.00002700934,0.9973194,0.00001542792,0.00001669653,0.0001224209,0.0000250431,0.00002370323,0.000271318,0.000004205278,0.00003110642,0.001657785],"study_design_scores_gemma":[0.000008064206,0.000222069,0.9986865,0.00000781638,0.00001878225,0.0007621444,0.00005590115,0.0000928539,0.00006635823,0.000009372109,0.00006788855,0.0000022427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987417,0.0008157328,0.00007969711,0.00002411638,0.000003977785,0.000009748704,0.00007793072,0.000004823612,0.0002424597],"genre_scores_gemma":[0.9995329,0.0001299131,0.0001002607,0.00001158756,0.000009881907,0.000006030771,0.0001437083,0.000001295157,0.0000643982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001407302,"threshold_uncertainty_score":0.005604804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01146810463509128,"score_gpt":0.2746343559964293,"score_spread":0.263166251361338,"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."}}