{"id":"W4400006197","doi":"10.14309/ajg.0000000000002900","title":"A Population-Based Matched Cohort Study of Digestive System Cancer Incidence and Mortality in Individuals With and Without Inflammatory Bowel Disease","year":2024,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; Mount Sinai Hospital; University of Calgary; SickKids Foundation; University Health Network; University of Toronto; Queen's University; University of Manitoba; Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research; Crohn's and Colitis Canada","keywords":"Medicine; Incidence (geometry); Inflammatory bowel disease; Disease; Cohort; Internal medicine; Colorectal cancer; Cancer; Gastroenterology; Cohort study; Inflammatory Bowel Diseases; Population; Intestinal Cancer; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0006108863,0.0002540837,0.0003768448,0.0008724337,0.0008899032,0.0005636326,0.0005325378,0.0004451329,0.001235101],"category_scores_gemma":[0.001472106,0.0003975095,0.0005037937,0.002475355,0.0002452289,0.0003621762,0.0004131071,0.0005744915,0.0003032141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001647824,"about_ca_system_score_gemma":0.002497103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4310013,"about_ca_topic_score_gemma":0.4558875,"domain_scores_codex":[0.9993513,0.0001055324,0.00004972732,0.000177249,0.000177323,0.0001389641],"domain_scores_gemma":[0.9993765,0.00003891187,0.0001372593,0.00009690611,0.0001916055,0.0001588736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001148302,0.0000499975,0.9982796,0.00001200406,0.0001225048,0.00005577093,0.00009411672,0.00001637458,0.0001481944,0.00001850767,0.000342402,0.0007457444],"study_design_scores_gemma":[0.00002104563,0.00003948176,0.9993047,0.000004106583,0.00003735207,0.00004313542,0.00008433779,0.00003908666,0.000009903431,0.00000656679,0.0004082366,0.000002111722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904982,0.0003872841,0.0002327363,0.0001123665,0.00002701758,0.000106802,0.007686699,0.000008611084,0.0009402277],"genre_scores_gemma":[0.9927452,0.0002875615,0.0003663884,0.0001196473,0.00002280239,0.0001238006,0.005258427,0.000003263406,0.00107277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4310013,"threshold_uncertainty_score":0.8569852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005134137147435921,"score_gpt":0.2576007953331123,"score_spread":0.2524666581856764,"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."}}