{"id":"W2056470399","doi":"10.1016/j.gie.2012.11.030","title":"Evolving endoscopic strategies for detection and treatment of neoplastic lesions in inflammatory bowel disease","year":2013,"lang":"en","type":"review","venue":"Gastrointestinal Endoscopy","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Inflammatory bowel disease; Neoplastic disease; Disease; Inflammatory Bowel Diseases; Biopsy; Proctocolectomy; Cancer; Ulcerative colitis; General surgery; Intensive care medicine; Internal medicine; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001039433,0.0005334736,0.0006587175,0.0002116785,0.00007495672,0.00006207351,0.0001607185,0.0001242171,0.00001628694],"category_scores_gemma":[0.0004008607,0.0004768279,0.0003129773,0.00006503678,0.0001573602,0.00001744915,0.00007391035,0.0001055665,0.000007471343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001083595,"about_ca_system_score_gemma":0.0009217326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002589654,"about_ca_topic_score_gemma":0.00009102933,"domain_scores_codex":[0.9980628,0.0001720784,0.0006535158,0.0005737576,0.0001201882,0.0004175955],"domain_scores_gemma":[0.9986815,0.000177883,0.0003783443,0.000404906,0.0001042691,0.0002530681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003374981,0.001685962,0.03078909,0.1134619,0.0007618899,0.001075708,0.0002224719,0.0006765047,0.05550332,0.0007513149,0.0003427319,0.7913541],"study_design_scores_gemma":[0.03994905,0.02993556,0.2032145,0.2115311,0.01466348,0.004859925,0.002445607,0.007050121,0.002157336,0.002409213,0.4700439,0.01174026],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04464446,0.947802,0.004117533,0.000003347166,0.00017029,0.002910251,0.0002551241,0.00003342088,0.00006356218],"genre_scores_gemma":[0.01549625,0.9704351,0.0102911,0.000007288178,0.0004179639,0.002619823,0.000403967,0.0001612155,0.0001672795],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7796139,"threshold_uncertainty_score":0.9997683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02087060687141395,"score_gpt":0.2852952384651113,"score_spread":0.2644246315936974,"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."}}