{"id":"W1588753726","doi":"10.1155/2001/431437","title":"Dysplasia-Associated Polypoid Mucosal Lesion in a Pelvic Pouch after Restorative Proctocolectomy for Ulcerative Colitis","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Ulcerative colitis; Medicine; Pouch; Proctocolectomy; Lesion; Dysplasia; Colectomy; Endoscopic mucosal resection; Endoscopy; Gastroenterology; Pathology; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003076089,0.0001759206,0.0005264957,0.0007821469,0.00006077787,0.00002589971,0.0001189612,0.000097597,0.0001988862],"category_scores_gemma":[0.0001972314,0.0001620923,0.0001504353,0.0002523266,0.0001022346,0.0001340779,0.00001219211,0.000309103,0.000004021949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008446752,"about_ca_system_score_gemma":0.000741993,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001344072,"about_ca_topic_score_gemma":0.2966535,"domain_scores_codex":[0.9984186,0.0001296376,0.0004982457,0.0001814243,0.0001453523,0.0006266874],"domain_scores_gemma":[0.9988142,0.00005132557,0.0002686245,0.0001062308,0.0002952033,0.000464436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008733469,0.00007409545,0.9799519,0.00002808823,0.0001545033,0.001857835,0.0006206129,0.000009739339,0.00004024558,0.00003780746,0.007914806,0.0005769118],"study_design_scores_gemma":[0.00899887,0.005072891,0.9780875,0.0001577967,0.0001158028,0.000668391,0.0003503131,0.00005312384,0.0000149549,0.000106387,0.006296701,0.00007725145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902603,0.00007171616,0.0004626205,0.007485328,0.000317652,0.0009886345,0.00002714298,0.000005972622,0.0003806307],"genre_scores_gemma":[0.9964065,0.00001598721,0.0003281156,0.002091034,0.0001953019,0.00009986383,0.00001519019,0.00002142535,0.0008266066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2953094,"threshold_uncertainty_score":0.7161808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01891924060830773,"score_gpt":0.2739898455244011,"score_spread":0.2550706049160933,"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."}}