{"id":"W4385605024","doi":"10.1016/j.jsps.2023.101736","title":"Vedolizumab does not increase risk of clostridium difficile infection in patients with inflammatory bowel disease using vedolizumab: A retrospective cohort study","year":2023,"lang":"en","type":"article","venue":"Saudi Pharmaceutical Journal","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Vedolizumab; Medicine; Internal medicine; Retrospective cohort study; Clostridium difficile; Inflammatory bowel disease; Proportional hazards model; Cohort; Ulcerative colitis; Incidence (geometry); Cohort study; Concomitant; Disease; Antibiotics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001446762,0.0004463259,0.0007933632,0.0009569076,0.0003334384,0.00007857336,0.000211446,0.0001490457,0.0002976717],"category_scores_gemma":[0.001232799,0.0003215034,0.0002652754,0.001332919,0.0003074623,0.0002515985,0.0002464612,0.001961708,0.00004395344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001288459,"about_ca_system_score_gemma":0.0008413513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003292407,"about_ca_topic_score_gemma":0.00005292653,"domain_scores_codex":[0.9946111,0.0005955242,0.001017428,0.0006285462,0.002202609,0.0009447543],"domain_scores_gemma":[0.9970097,0.0002280434,0.0004050938,0.000508479,0.0007947718,0.001053936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01352818,0.003028317,0.9776418,0.0001954276,0.0005344898,0.0008937884,0.0001933773,0.000464976,0.002626413,0.00000750951,0.0001078081,0.0007779493],"study_design_scores_gemma":[0.01416508,0.001202524,0.9688499,0.0003195156,0.000900163,0.00004088385,0.0001609774,0.003295084,0.01063464,0.00003648514,0.00004869809,0.0003460434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970434,0.00006557116,0.00001350936,0.0001518076,0.0003538505,0.002011007,0.0001651538,0.000102359,0.00009333596],"genre_scores_gemma":[0.9985604,0.0006848467,0.00002093911,0.00004010905,0.0004711674,0.00004758752,0.00003820065,0.00008372578,0.00005302949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008791863,"threshold_uncertainty_score":0.9999237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02277441827504074,"score_gpt":0.3283316886216894,"score_spread":0.3055572703466486,"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."}}