{"id":"W4213205290","doi":"10.1093/jcag/gwab049.167","title":"A168 UTILITY OF FOLLOW-UP PANCOLONIC DYE SPRAY CHROMOENDOSCOPY FOR THE DETECTION AND TREATMENT OF DYSPLASTIC LESIONS IDENTIFIED DURING HIGH-DEFINITION WHITE-LIGHT ENDOSCOPY IN PATIENTS WITH COLONIC INFLAMMATORY BOWEL DISEASE","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Toronto; University of Ottawa","funders":"","keywords":"Chromoendoscopy; Dysplasia; Medicine; Inflammatory bowel disease; Gastroenterology; Colonoscopy; Ulcerative colitis; Endoscopy; Internal medicine; Colorectal cancer; Disease; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004492724,0.0001719663,0.0002170331,0.0006172071,0.0003080986,0.0005118633,0.000248153,0.0002769875,0.0007445908],"category_scores_gemma":[0.002469412,0.0001329407,0.000243417,0.0004681375,0.0002172557,0.0002698648,0.0002533672,0.000242568,0.0001258556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005709232,"about_ca_system_score_gemma":0.0004448707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01068193,"about_ca_topic_score_gemma":0.01937874,"domain_scores_codex":[0.9996893,0.0001029576,0.00004427294,0.00004928962,0.00005754337,0.00005653196],"domain_scores_gemma":[0.9982443,0.0005340431,0.0006451972,0.00006059855,0.0002279584,0.0002878209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009240527,0.00001492755,0.9980718,0.000006451299,0.00000513282,0.0001210835,0.00002535444,0.000018156,0.0001970201,0.000001726514,0.00002501414,0.001420862],"study_design_scores_gemma":[0.000006316579,0.0001937287,0.9984889,0.000008404587,0.00002003734,0.0006944084,0.0001473615,0.0002294268,0.0001200997,0.000002464223,0.00008595722,0.00000288229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993097,0.000270517,0.00002874407,0.00002730512,0.000002081016,0.000005593024,0.00005354185,0.000001669646,0.0003009497],"genre_scores_gemma":[0.9997388,0.00007765861,0.00007111052,0.00001279726,0.000004992884,0.000002458759,0.00006193622,3.682623e-7,0.00002990282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01068193,"threshold_uncertainty_score":0.02123952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005092629405449739,"score_gpt":0.1930893644884233,"score_spread":0.1879967350829735,"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."}}