{"id":"W4406748663","doi":"10.1055/a-2524-3553","title":"Outcomes of endoscopic submucosal dissection for high-risk colorectal colitis-associated neoplasia in inflammatory bowel disease","year":2025,"lang":"en","type":"article","venue":"Endoscopy","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Ulcerative colitis; Dysplasia; Internal medicine; Gastroenterology; Inflammatory bowel disease; Endoscopy; Colorectal cancer; Endoscopic submucosal dissection; Colonoscopy; Retrospective cohort study; Surgery; Colitis; Endoscopic mucosal resection; Disease; Cancer","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":[0.0008611637,0.0002025201,0.0002573838,0.0003646964,0.0001779597,0.0003050929,0.000170379,0.0002162533,0.0007256676],"category_scores_gemma":[0.002163433,0.00008328777,0.0003218649,0.0003961679,0.0001823633,0.0002591815,0.0003292054,0.0002172816,0.0001165536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002109695,"about_ca_system_score_gemma":0.0001829026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003146701,"about_ca_topic_score_gemma":0.0005695655,"domain_scores_codex":[0.9996544,0.0001082673,0.00004625985,0.00006279969,0.00007729555,0.00005090546],"domain_scores_gemma":[0.9977363,0.0004050423,0.001366291,0.00007259328,0.0001225302,0.0002972118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002729951,0.00002252948,0.9972684,0.00002367631,0.00004007522,0.0001240383,0.00001893106,0.00005209626,0.000113987,0.000005002616,0.00004785256,0.002010458],"study_design_scores_gemma":[0.00001974086,0.0003500928,0.9981754,0.00001305787,0.00004793693,0.0009907635,0.0000444199,0.0001508301,0.00007299722,0.00001322194,0.0001193288,0.000002240018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990674,0.0005683818,0.00006100527,0.00001934775,0.000003400742,0.00000609679,0.00008726276,0.00000179804,0.0001853611],"genre_scores_gemma":[0.9996105,0.0001173566,0.00003686114,0.000008504412,0.00000912923,0.000003987025,0.0001845028,4.852028e-7,0.00002861832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008611637,"threshold_uncertainty_score":0.004554331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005980840778684544,"score_gpt":0.2648282812047761,"score_spread":0.2588474404260915,"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."}}