{"id":"W2168045406","doi":"10.1053/gast.2001.26442","title":"Risk of dysplasia in long-term ileal pouches and pouches with chronic pouchitis","year":2001,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":107,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Pouchitis; Pouch; Medicine; Dysplasia; Ulcerative colitis; Gastroenterology; Internal medicine; Villous atrophy; Colectomy; Biopsy; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001083733,0.0001783042,0.0002000123,0.00008280566,0.00003100358,0.000007313129,0.0001396562,0.0001127694,0.0000363317],"category_scores_gemma":[0.00002188103,0.0001646491,0.00004757609,0.0000397388,0.0002741321,0.000005899343,0.00009603753,0.0001152233,0.000003206756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002116994,"about_ca_system_score_gemma":0.00005338445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005058919,"about_ca_topic_score_gemma":0.006439269,"domain_scores_codex":[0.9988331,0.0001398837,0.0002296738,0.0003412119,0.00007642894,0.0003796623],"domain_scores_gemma":[0.9994486,0.000008203093,0.0001311061,0.0002798054,0.00003592506,0.00009635885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001941074,0.00007452151,0.9872952,0.00003709368,0.00008012626,0.0002775045,0.00003174052,0.00006621039,0.009493191,0.000008973806,0.00004917725,0.0006451744],"study_design_scores_gemma":[0.002312474,0.001142088,0.9946407,0.0000249167,0.00003950979,0.000313628,0.00001927598,0.0000241254,0.001321621,0.00001369908,0.00005575711,0.00009219605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989844,0.0002085958,0.0003631505,0.00007884237,0.00004373659,0.0001733124,0.00004752153,0.000008813593,0.00009162859],"genre_scores_gemma":[0.9990272,0.0004039641,0.000185923,0.0001096445,0.00009878287,0.00002442334,0.00008745414,0.00002136839,0.00004126835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00817157,"threshold_uncertainty_score":0.6714196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003487383699566969,"score_gpt":0.2055716469147328,"score_spread":0.2020842632151658,"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."}}