{"id":"W4410213395","doi":"10.1002/jgh3.70160","title":"Global and Chinese Burden of Inflammatory Bowel Disease From 1990 to 2021: A Systematic Analysis and Prediction of Disease Burden","year":2025,"lang":"en","type":"article","venue":"JGH Open","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incidence (geometry); Medicine; China; Demography; Inflammatory bowel disease; Epidemiology; Disease burden; Burden of disease; Mortality rate; Disease; Geography; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002057634,0.0001824611,0.0003586853,0.000107091,0.00005267287,0.00005582458,0.000327065,0.00007177145,0.00002521153],"category_scores_gemma":[0.0003631974,0.000163024,0.0001197552,0.0002666525,0.00008448536,0.00001736919,0.0006737706,0.00002997674,0.000001900551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002361907,"about_ca_system_score_gemma":0.0001953543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004983544,"about_ca_topic_score_gemma":0.0001621551,"domain_scores_codex":[0.9986967,0.0001385571,0.0004413683,0.0004144543,0.0001706484,0.0001382052],"domain_scores_gemma":[0.9987274,0.0000237726,0.000168461,0.0006341773,0.0001151953,0.0003309656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001983863,0.00006609241,0.9841586,0.004231066,0.001407929,0.00003914468,0.0001704584,0.001158357,0.006067839,0.0001342658,0.0004660362,0.0001163119],"study_design_scores_gemma":[0.0007632812,0.00003290712,0.9943649,0.0005865319,0.00145763,1.871931e-7,0.0001192023,0.002071091,0.0001068731,0.0002993333,0.00006224795,0.0001358431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958837,0.0009598469,0.0002612146,0.0001310135,0.0000612719,0.001072499,0.001359143,0.000006091132,0.0002652024],"genre_scores_gemma":[0.999053,0.00005490729,0.0001219677,0.00005933967,0.00007906853,0.0001225602,0.0002465041,0.000009303922,0.000253348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01020624,"threshold_uncertainty_score":0.6647925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003656757032674074,"score_gpt":0.2465216697051003,"score_spread":0.2428649126724262,"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."}}