{"id":"W4323350856","doi":"10.1093/jcag/gwac036.181","title":"A181 HIGHER CUMULATIVE HISTOLOGIC INFLAMMATORY BURDEN SCORE IS ASSOCIATED WITH THE RISK OF DEVELOPMENT OF COLORECTAL NEOPLASIA IN ULCERATIVE COLITIS","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; University of Toronto; Lunenfeld-Tanenbaum Research Institute","funders":"","keywords":"Medicine; Ulcerative colitis; Interquartile range; Internal medicine; Gastroenterology; Dysplasia; Colonoscopy; Cohort; Colitis; Colorectal cancer; Primary sclerosing cholangitis; Inflammatory bowel disease; 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":[0.0003950463,0.0003302116,0.0003207594,0.001075504,0.0003594254,0.0005784999,0.000250345,0.0004360043,0.002902676],"category_scores_gemma":[0.001874061,0.0002809145,0.0003732257,0.0009639265,0.0002206024,0.0002709231,0.0003779675,0.0005732149,0.000271844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001989339,"about_ca_system_score_gemma":0.0001686836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001911808,"about_ca_topic_score_gemma":0.001470098,"domain_scores_codex":[0.9997125,0.00007026024,0.00003840483,0.00006981553,0.00006803987,0.00004091753],"domain_scores_gemma":[0.9967855,0.0003477547,0.001791481,0.0001310083,0.0001979043,0.0007465047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002115374,0.00001983823,0.9982654,0.000008512674,0.00003992282,0.00008333901,0.00001060291,0.00002127977,0.0004820919,0.000006080694,0.00004279692,0.0008085729],"study_design_scores_gemma":[0.000004949864,0.00007824254,0.9992583,0.000002860028,0.00002096697,0.0003592721,0.00001852576,0.0001200927,0.00005044646,0.0000097517,0.00007486525,0.000001633818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988927,0.0005166753,0.00009635791,0.00004006133,0.000007551459,0.000003524457,0.0001207685,0.000006563488,0.0003158674],"genre_scores_gemma":[0.9994872,0.00007898046,0.0001118642,0.000008282273,0.00001303168,0.000002848732,0.0001412405,0.000002339989,0.0001542521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002902676,"threshold_uncertainty_score":0.009710431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006857569082203525,"score_gpt":0.2072727350315133,"score_spread":0.2004151659493097,"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."}}