{"id":"W4396638296","doi":"10.1016/s0016-5085(24)03218-9","title":"Mo2026 ENDOSCOPIC RESECTION OF VISIBLE DYSPLASTIC LESIONS IN PATIENTS WITH INFLAMMATORY BOWEL DISEASE: A SINGLE CENTER CANADIAN EXPERIENCE","year":2024,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Inflammatory bowel disease; Single Center; Resection; Center (category theory); Bowel resection; Disease; Gastroenterology; Surgery; General surgery; 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":[0.00002144475,0.0000876667,0.0001145807,0.0002860174,0.00003242583,0.00001106983,0.00006423802,0.0000267998,0.0001067633],"category_scores_gemma":[0.00002212169,0.00007570328,0.0000363384,0.0001286493,0.00007856718,0.00007640091,0.0000264585,0.00008935403,0.00002163906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001185569,"about_ca_system_score_gemma":0.0001373695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006290526,"about_ca_topic_score_gemma":0.008674006,"domain_scores_codex":[0.999198,0.00003295111,0.0001679186,0.0002181536,0.0001261157,0.0002568698],"domain_scores_gemma":[0.9994417,0.00001151748,0.00002234157,0.0002120016,0.00005622211,0.0002562338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004756331,0.0002748381,0.9982958,0.00008955336,0.00003406133,0.00005688329,0.0001457404,0.00003682232,0.0002576806,0.00006615157,0.0001644987,0.0001023361],"study_design_scores_gemma":[0.001061969,0.0006056004,0.9972856,0.0002962802,0.00004900483,0.000005377762,0.00004076979,0.0003064015,0.00003401351,0.00001554712,0.0002667854,0.0000326574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987692,0.00008141177,0.0002043585,0.0003624377,0.0001154119,0.0002655439,0.00004953579,0.00002429748,0.0001277775],"genre_scores_gemma":[0.99953,0.000005099476,0.00004668578,0.0001859363,0.00001841024,0.00007478054,0.00008562829,0.00001189422,0.00004162078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008044953,"threshold_uncertainty_score":0.4840299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008203701303936519,"score_gpt":0.2290078468076322,"score_spread":0.2208041455036957,"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."}}