{"id":"W3216698311","doi":"10.14309/01.ajg.0000798896.93843.63","title":"P074 Comparative Risk of Clostridioides Difficile Infection in Vedolizumab vs anti-TNFa Agents in Biologic-Naïve Patients With Ulcerative Colitis","year":2021,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Vedolizumab; Internal medicine; Ulcerative colitis; Infliximab; Colectomy; Retrospective cohort study; Adalimumab; Clostridium difficile; Gastroenterology; Inflammatory bowel disease; Cohort; Disease; Antibiotics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007414398,0.0002049428,0.0003618948,0.0008365836,0.0003335979,0.000745572,0.0003540637,0.0004790551,0.002490356],"category_scores_gemma":[0.003558757,0.0002801244,0.0008904485,0.0008434541,0.0001656447,0.0003617055,0.0003597229,0.0006233711,0.0003038505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003263963,"about_ca_system_score_gemma":0.0003020044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002275842,"about_ca_topic_score_gemma":0.001994182,"domain_scores_codex":[0.9992728,0.0001970587,0.00008890885,0.0001952168,0.0001493368,0.00009668164],"domain_scores_gemma":[0.9966251,0.0007977384,0.001748058,0.0001403931,0.0001895031,0.0004993557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001705629,0.00004156472,0.9964283,0.00001787799,0.0001848108,0.000112289,0.00002110991,0.00003671707,0.0001498519,0.00001300402,0.0001410442,0.001147751],"study_design_scores_gemma":[0.0001067152,0.0006963285,0.9979224,0.00001245093,0.000118559,0.0004702627,0.00007635662,0.0003019891,0.00006529945,0.00002513222,0.0001989018,0.000005606467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989427,0.0002895535,0.00002985927,0.00002506081,0.000008494177,0.000005234838,0.0004553972,0.000002302732,0.0002414562],"genre_scores_gemma":[0.9991618,0.0001063169,0.00004138529,0.0000223206,0.0000164726,0.000008621295,0.0005549362,0.000002005617,0.00008610174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002490356,"threshold_uncertainty_score":0.008331001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02364656189064494,"score_gpt":0.3020231471997403,"score_spread":0.2783765853090954,"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."}}