{"id":"W4288684683","doi":"10.1080/00365521.2022.2105169","title":"End of induction patient reported outcomes predict clinical remission and endoscopic improvement with vedolizumab and adalimumab in ulcerative colitis","year":2022,"lang":"en","type":"article","venue":"Scandinavian Journal of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Vedolizumab; Medicine; Ulcerative colitis; Internal medicine; Adalimumab; Odds ratio; Confounding; Post-hoc analysis; Logistic regression; Gastroenterology; Propensity score matching; Infliximab; Cohort; Surgery; 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":[0.006991685,0.0005385269,0.0009064858,0.0003698037,0.000207101,0.0009814042,0.0004961996,0.0004861052,0.001828173],"category_scores_gemma":[0.005710974,0.0002311225,0.002683824,0.0003953761,0.0002765041,0.0005614209,0.0006760905,0.001471822,0.000176959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002382735,"about_ca_system_score_gemma":0.0004409044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005700967,"about_ca_topic_score_gemma":0.0009150151,"domain_scores_codex":[0.9967451,0.002153551,0.000216482,0.0003536623,0.0002528497,0.000278349],"domain_scores_gemma":[0.9919975,0.004552412,0.002017475,0.0003668172,0.000293665,0.0007721912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06774244,0.0005360019,0.9078141,0.0003139627,0.003606005,0.00005239823,0.00007852482,0.0007049793,0.0007124181,0.00006145002,0.0003435493,0.01803408],"study_design_scores_gemma":[0.001303641,0.006434026,0.9852678,0.00006577345,0.003149798,0.00009589459,0.00007879284,0.002457718,0.0004250521,0.0001172205,0.0005888008,0.00001553005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996085,0.002872478,0.0002262429,0.0001300939,0.00003514922,0.00002639523,0.0002270184,0.000006128737,0.0003915185],"genre_scores_gemma":[0.9990435,0.0002387658,0.0001447295,0.00003868327,0.00003809364,0.00002139378,0.0002489398,0.000002324917,0.0002235964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006991685,"threshold_uncertainty_score":0.03697598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00912901881846594,"score_gpt":0.2565777758722083,"score_spread":0.2474487570537424,"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."}}