{"id":"W4413346237","doi":"10.1093/ecco-jcc/jjaf154","title":"Is 2nd JAKi treatment for UC worth the effort? A retrospective, multi-centre UK study","year":2025,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Ulcerative colitis; Internal medicine; Cohort; Adverse effect; Retrospective cohort study; Calprotectin; Gastroenterology; Inflammatory bowel disease; 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":[0.001295289,0.0002866797,0.0008793301,0.0006406872,0.0006001041,0.001310557,0.0004330076,0.0007839294,0.002431202],"category_scores_gemma":[0.003871143,0.0004258127,0.000716413,0.001455815,0.0005332919,0.0007018142,0.0007162775,0.0006387095,0.0003861157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007922341,"about_ca_system_score_gemma":0.000548469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005367666,"about_ca_topic_score_gemma":0.007341359,"domain_scores_codex":[0.9977642,0.000785566,0.0003156794,0.0004870128,0.0003830957,0.000264343],"domain_scores_gemma":[0.9952242,0.0006580028,0.002980674,0.0003369946,0.0002783625,0.0005217023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007251901,0.00005286712,0.995839,0.0001008534,0.0001219297,0.0005393227,0.0001862723,0.00002019091,0.0002186046,0.00002748161,0.0002082408,0.001960189],"study_design_scores_gemma":[0.0001017107,0.0005768794,0.9956382,0.00009474711,0.0001498427,0.002097659,0.0003951126,0.00006404096,0.00004756435,0.00001383524,0.0008090601,0.00001129452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954973,0.003129515,0.00007232139,0.0001666686,0.00001905412,0.00002881538,0.0003006706,0.000002521175,0.0007829818],"genre_scores_gemma":[0.9987798,0.0005778522,0.00005628405,0.0001523345,0.00003526333,0.00001771543,0.0002143141,0.000002775033,0.0001635793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005367666,"threshold_uncertainty_score":0.01067287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00982951580081542,"score_gpt":0.2766846744542658,"score_spread":0.2668551586534503,"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."}}