{"id":"W4318580159","doi":"10.1093/ecco-jcc/jjac190.0625","title":"P495 Vedolizumab trough concentrations and histological remission in Ulcerative Colitis: Results from the LOVE-UC study","year":2023,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Vedolizumab; Medicine; Ulcerative colitis; Gastroenterology; Internal medicine; Prospective cohort study; Histopathology; Complete remission; Surgery; Pathology; Chemotherapy; Disease","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":[0.002645294,0.0003930715,0.0008691276,0.0004997253,0.0002959958,0.0008747027,0.0003454474,0.0006296395,0.001362273],"category_scores_gemma":[0.00288374,0.000272897,0.0007828313,0.0004345522,0.0002910832,0.0004886753,0.0005251835,0.0005483825,0.0002758837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001679114,"about_ca_system_score_gemma":0.0001185892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003086837,"about_ca_topic_score_gemma":0.000511556,"domain_scores_codex":[0.9986258,0.0007731303,0.0001449587,0.0001913807,0.0001963904,0.00006832601],"domain_scores_gemma":[0.9965147,0.00120228,0.001164853,0.0002726124,0.0002303675,0.0006151471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03060278,0.0008222217,0.9498849,0.0003047965,0.001721096,0.0002296194,0.0001693211,0.0001941249,0.002428325,0.00003232884,0.0006725072,0.01293801],"study_design_scores_gemma":[0.003304088,0.01037988,0.9824777,0.000049813,0.0008684369,0.0007004245,0.0001187479,0.0003220643,0.0005873336,0.00002586111,0.001141905,0.00002363466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965044,0.002157932,0.0001115013,0.00004765629,0.0000115662,0.00004010391,0.0005970581,0.000005473241,0.0005243199],"genre_scores_gemma":[0.9980459,0.0003196294,0.0001430982,0.0000694843,0.00004635336,0.00002832617,0.001124909,0.000002570001,0.0002196196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002645294,"threshold_uncertainty_score":0.01398987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01626668170056327,"score_gpt":0.2720710074345882,"score_spread":0.255804325734025,"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."}}