{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003858453,0.0003473861,0.0004527084,0.001284763,0.0008749186,0.000785105,0.0002572688,0.0009346147,0.002268482],"category_scores_gemma":[0.003718496,0.0003589102,0.0004777899,0.0007863052,0.000523001,0.0006142641,0.0006130119,0.0008051697,0.0002564281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001572619,"about_ca_system_score_gemma":0.0002025968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001104459,"about_ca_topic_score_gemma":0.001119706,"domain_scores_codex":[0.9996197,0.0001247632,0.00003960797,0.00005065429,0.00005661775,0.0001086967],"domain_scores_gemma":[0.9972693,0.0007048603,0.0008771145,0.0001754169,0.00021754,0.000755642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004383996,0.00003713209,0.997297,0.000009137463,0.0000177982,0.0005811533,0.00005222091,0.00001558602,0.0004911093,0.00002813638,0.00002344562,0.001008911],"study_design_scores_gemma":[0.000008954707,0.0002306999,0.9944259,0.000008972581,0.00002765991,0.004595852,0.0002693677,0.0001123001,0.000135061,0.00008088464,0.00009899397,0.000005421559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992827,0.0003028128,0.00005994114,0.00002405888,0.000004977649,0.000002504906,0.00003703634,0.000002372353,0.0002835822],"genre_scores_gemma":[0.9996899,0.00008520249,0.00004469486,0.000007305754,0.000009071726,0.000001874752,0.00004823233,0.000001259543,0.0001123533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002268482,"threshold_uncertainty_score":0.007588863,"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."}}