{"id":"W4411009151","doi":"10.1093/ecco-jcc/jjaf089","title":"Long-term disease course of ulcerative colitis in a prospective European population-based inception cohort—an Epi-IBD cohort 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":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Bristol-Myers Squibb","keywords":"Medicine; Ulcerative colitis; Cohort; Prospective cohort study; Inflammatory bowel disease; Cohort study; Disease; Population; Internal medicine; Term (time); Crohn's disease; Environmental health","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":[0.001239959,0.0003954215,0.0004817714,0.0005924383,0.0004346044,0.0008732391,0.0004450105,0.0005102606,0.0009703887],"category_scores_gemma":[0.001575641,0.0003829447,0.0005905525,0.001059128,0.0001977659,0.0006125377,0.000691945,0.0007287667,0.0002410426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002431074,"about_ca_system_score_gemma":0.0002724758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005736142,"about_ca_topic_score_gemma":0.006021563,"domain_scores_codex":[0.9994631,0.0001404207,0.0000477616,0.0001967713,0.00007170426,0.00008019093],"domain_scores_gemma":[0.9987625,0.000130523,0.0004101159,0.0002571815,0.0001440631,0.0002955445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003764325,0.0000577147,0.9977991,0.000007232692,0.0001572098,0.0001683282,0.00008051837,0.00005409915,0.0003183646,0.00002535198,0.0001671199,0.0007884899],"study_design_scores_gemma":[0.00002845391,0.0001229266,0.9989624,0.000006378118,0.00007163089,0.000279043,0.0001018275,0.0001640886,0.00003205799,0.00001342035,0.0002124656,0.000005283784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99873,0.0001318799,0.000123316,0.00002430786,0.000004791754,0.00001371563,0.000747512,0.000002715665,0.000221842],"genre_scores_gemma":[0.9977915,0.0001558089,0.0001936286,0.00005676304,0.00001424598,0.00002154359,0.001563089,0.00000411247,0.0001992032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005736142,"threshold_uncertainty_score":0.01140553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005087914820654779,"score_gpt":0.2669797232487732,"score_spread":0.2618918084281184,"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."}}