{"id":"W4411330207","doi":"10.1093/ibd/izaf124","title":"Comparative Predictive Utility of MM-SES-CD and SES-CD for Week 52 Endoscopic Remission in the Ileum and Colon in Crohn’s Disease","year":2025,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Gastroenterology; Internal medicine; Crohn's disease; Receiver operating characteristic; Area under the curve; Ileum; Post-hoc analysis; Colonoscopy; Disease; Colorectal cancer","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":[0.01048165,0.0006217394,0.001101446,0.001054768,0.0001670494,0.0009069204,0.0004926444,0.0005842188,0.0008393403],"category_scores_gemma":[0.02079426,0.0002472751,0.001068562,0.0005815246,0.0003236481,0.0007697479,0.000603067,0.0009579874,0.0002290948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003521701,"about_ca_system_score_gemma":0.000318662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006136575,"about_ca_topic_score_gemma":0.0009883186,"domain_scores_codex":[0.9966247,0.00181122,0.0002941936,0.0004336408,0.0006626309,0.0001737277],"domain_scores_gemma":[0.9755654,0.01677716,0.004217938,0.0007154285,0.001700451,0.001023532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01246467,0.0001521298,0.9608883,0.0001341899,0.0007098106,0.00005876581,0.00007193522,0.001986142,0.0005193964,0.00005053452,0.0002919364,0.02267214],"study_design_scores_gemma":[0.0005153014,0.003484916,0.986066,0.00007712663,0.0005508679,0.0002029891,0.00008778551,0.007861696,0.000515649,0.0001405921,0.0004698097,0.00002708233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946554,0.003233681,0.0005339603,0.0001040498,0.00002770087,0.00004508817,0.0003659645,0.00002091052,0.001013216],"genre_scores_gemma":[0.9987946,0.0002094393,0.0003857346,0.00002321311,0.00002364556,0.00002395621,0.0004425638,0.000004066623,0.00009274959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01048165,"threshold_uncertainty_score":0.05543286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01215654158815161,"score_gpt":0.2719779985864829,"score_spread":0.2598214569983313,"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."}}