{"id":"W4411585680","doi":"10.1097/mcg.0000000000002186","title":"Real-World Clinical Effectiveness and Safety of Vedolizumab and Ustekinumab in Biologic-Naive Patients With Crohn’s Disease By Disease Location","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thermo Fisher Scientific (Canada); St. Paul's Hospital","funders":"","keywords":"Medicine; Vedolizumab; Ustekinumab; Crohn's disease; Disease; Crohn disease; Dermatology; Internal medicine; Infliximab","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":[],"consensus_categories":[],"category_scores_codex":[0.001284374,0.0001798482,0.0005878225,0.0001158436,0.00003141008,0.000009430057,0.0001690654,0.0001380982,0.000003576282],"category_scores_gemma":[0.001304818,0.0001388955,0.0001487977,0.00007595521,0.0005967608,0.00001442927,0.0001524671,0.0002822454,2.783633e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002293753,"about_ca_system_score_gemma":0.0002518948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005435262,"about_ca_topic_score_gemma":0.00006324703,"domain_scores_codex":[0.9965906,0.001320297,0.001380269,0.0003616267,0.0001244179,0.0002227932],"domain_scores_gemma":[0.9980465,0.0002807487,0.0007325119,0.0002494319,0.0003392511,0.0003516272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08612229,0.0006829182,0.910723,0.0001126419,0.0001458148,0.00009225966,0.000003470376,0.00005585007,0.00003211018,0.00003080757,0.0001780207,0.001820838],"study_design_scores_gemma":[0.01022061,0.001514088,0.987507,0.0001976744,0.0001499246,0.000001933107,0.000008403669,0.00003871868,0.000007910166,0.0001166354,0.0001598208,0.00007725636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984307,0.0001617001,0.0005783607,0.0001793134,0.0002424758,0.0003276101,0.00005794721,0.000002563454,0.00001938784],"genre_scores_gemma":[0.9988186,0.0005211554,0.0001290026,0.0003729824,0.00008576535,0.000008311519,0.0000362841,0.00001106929,0.00001676426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07678404,"threshold_uncertainty_score":0.5663996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009320027600546179,"score_gpt":0.3184264351050086,"score_spread":0.3091064075044624,"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."}}