{"id":"W2993246825","doi":"10.1007/s10620-019-05982-z","title":"Low Rate of Drug Discontinuation, Frequent Need for Dose Adjustment, and No Association with Development of New Arthralgia in Patients Treated with Vedolizumab: Results from a Tertiary Referral IBD Center","year":2019,"lang":"en","type":"article","venue":"Digestive Diseases and Sciences","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Montreal General Hospital","funders":"","keywords":"Vedolizumab; Medicine; Discontinuation; Internal medicine; Population; Retrospective cohort study; Surgery; Ulcerative colitis; 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":[0.0006386215,0.0001640753,0.0005216552,0.0006228105,0.0005669268,0.001001814,0.0003526759,0.0005645351,0.002415417],"category_scores_gemma":[0.003439978,0.0001644763,0.0004879669,0.0009450147,0.0002558105,0.0003663761,0.0004339298,0.0003689901,0.0002604172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005327528,"about_ca_system_score_gemma":0.0007895443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006870097,"about_ca_topic_score_gemma":0.01207628,"domain_scores_codex":[0.9990183,0.0002524913,0.0001654489,0.000159056,0.0002382446,0.0001663796],"domain_scores_gemma":[0.9968976,0.0007465166,0.001455479,0.0001601418,0.0003070892,0.0004332619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003197377,0.0001213347,0.995948,0.00002503052,0.00005373422,0.0001815434,0.0001440786,0.0000254374,0.000456632,0.000008338547,0.00009953933,0.002616523],"study_design_scores_gemma":[0.00002528699,0.0002602258,0.9988039,0.000006535361,0.00004089902,0.0003951108,0.0002294357,0.00005746455,0.00006368508,0.000004122637,0.0001097808,0.000003608542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987298,0.000237821,0.00003592715,0.00005503066,0.000003299482,0.0000126041,0.0001715109,0.000004197076,0.0007498788],"genre_scores_gemma":[0.9995562,0.00006415835,0.00004762632,0.00006368713,0.000009362674,0.000004498751,0.0001561601,0.000002344721,0.00009597797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006870097,"threshold_uncertainty_score":0.01366019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01082518788477197,"score_gpt":0.2466911783450851,"score_spread":0.2358659904603131,"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."}}