{"id":"W4409506445","doi":"10.1002/ueg2.12714","title":"Disease Clearance in Ulcerative Colitis: A Narrative Review","year":2025,"lang":"en","type":"review","venue":"United European Gastroenterology Journal","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Takeda Pharmaceuticals U.S.A.","keywords":"Medicine; Ulcerative colitis; Disease; Vedolizumab; Inflammatory bowel disease; Clinical trial; Quality of life (healthcare); Intensive care medicine; Internal medicine","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":[0.000978512,0.0006197371,0.0008968315,0.0005785036,0.0001706667,0.00005409671,0.000756991,0.000144156,0.00007831873],"category_scores_gemma":[0.0005512228,0.0005605396,0.0006343986,0.0002355494,0.0002192726,0.00001007858,0.0003130168,0.001117503,0.00006240348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000101217,"about_ca_system_score_gemma":0.0005486201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.66513e-7,"about_ca_topic_score_gemma":0.00002626335,"domain_scores_codex":[0.9913279,0.006137768,0.001110823,0.0006185685,0.0001725772,0.0006323374],"domain_scores_gemma":[0.9980505,0.00002772228,0.0006893831,0.0005745263,0.0002416056,0.0004163177],"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":[0.02139077,0.001876767,0.008710966,0.1956355,0.004820006,0.07016212,0.0007513578,0.0001639181,0.000003826613,0.0002666276,0.3134277,0.3827904],"study_design_scores_gemma":[0.001214861,0.0002852497,0.02193333,0.08721482,0.0007346789,0.0007235654,0.00003798717,0.000002761929,4.554239e-8,0.000007810941,0.8874614,0.0003834819],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007060729,0.9964249,0.00009638874,0.000125602,0.0003383339,0.0008977714,0.0001894137,0.00001746229,0.001204113],"genre_scores_gemma":[0.00007151798,0.9941776,0.00006214846,0.003575944,0.0003869906,0.00005737835,0.0006807829,0.00007884209,0.0009087326],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5740337,"threshold_uncertainty_score":0.9996846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01271791813135957,"score_gpt":0.2904460812680034,"score_spread":0.2777281631366438,"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."}}