{"id":"W1994863874","doi":"10.1007/s10350-006-0555-9","title":"Crohn's Colitis: The Incidence of Dysplasia and Adenocarcinoma in Surgical Patients","year":2006,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Dysplasia; Adenocarcinoma; Colectomy; Internal medicine; Ulcerative colitis; Colonoscopy; Incidence (geometry); Gastroenterology; Crohn's disease; Colorectal cancer; Colitis; Surgery; Cancer; 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":[0.0005844941,0.0002061397,0.0002891011,0.00162895,0.0003428408,0.000598505,0.0002366878,0.0005330505,0.001758767],"category_scores_gemma":[0.002874226,0.0002511724,0.0002653133,0.001319883,0.0003672717,0.0005322694,0.0003823866,0.0003717386,0.0003368531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002156998,"about_ca_system_score_gemma":0.0002200381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001117886,"about_ca_topic_score_gemma":0.00129841,"domain_scores_codex":[0.9992855,0.0001766524,0.0001217562,0.000114546,0.0002044365,0.00009719947],"domain_scores_gemma":[0.9977421,0.0004663258,0.00127068,0.00007476262,0.000157638,0.000288606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003103656,0.000004586196,0.9990124,0.000007211335,0.000008611116,0.00009624729,0.00001440279,0.000008839694,0.00008692432,0.000003813678,0.00003044573,0.0006954238],"study_design_scores_gemma":[0.000003489063,0.00007644037,0.9964688,0.00001073832,0.00001488575,0.002995916,0.0001181071,0.00006822084,0.00005797596,0.00001139959,0.000171463,0.000002610475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980752,0.001202986,0.00006878083,0.00005544702,0.000006590619,0.000005920393,0.0001768475,0.000004501721,0.0004038309],"genre_scores_gemma":[0.9992181,0.000420058,0.00008660517,0.00002109513,0.00002025272,0.000005545985,0.000172824,0.000001131736,0.00005427651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001758767,"threshold_uncertainty_score":0.005883634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002662185431475647,"score_gpt":0.2001168104976537,"score_spread":0.197454625066178,"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."}}