{"id":"W4323351186","doi":"10.1093/jcag/gwac036.200","title":"A200 HIGH-DEFINITION CHROMOENDOSCOPY RESULTS IN MORE SIGNIFICANT DYSPLASIA DETECTION THAN WHITE LIGHT ENDOSCOPY WITH RANDOM BIOPSIES IN ULCERATIVE COLITIS PATIENTS","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Chromoendoscopy; Dysplasia; Medicine; Colonoscopy; Ulcerative colitis; Gastroenterology; Internal medicine; Inflammatory bowel disease; Colorectal cancer; Biopsy; Population; Endoscopy; Cancer; Disease","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":[0.0008685134,0.0001758177,0.0002345279,0.0009174821,0.000229688,0.0005425756,0.0002041184,0.0003145351,0.00101999],"category_scores_gemma":[0.004226286,0.0001996183,0.0003575977,0.0006703282,0.0002634897,0.0002851297,0.0002647664,0.0001968215,0.0001616225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003036845,"about_ca_system_score_gemma":0.0002128054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003483163,"about_ca_topic_score_gemma":0.004908647,"domain_scores_codex":[0.999312,0.0002375364,0.0001001097,0.000141724,0.0001478244,0.00006081699],"domain_scores_gemma":[0.9967673,0.001148703,0.001383804,0.0001270041,0.0002565373,0.0003166414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001346353,0.00001471987,0.9980553,0.00001063896,0.00001685817,0.00008870217,0.00002771932,0.00001617647,0.0003562161,0.000003080098,0.00002736977,0.001248642],"study_design_scores_gemma":[0.000008179757,0.0002061347,0.9982049,0.000007019856,0.0000306399,0.0009158544,0.00009452525,0.0001613163,0.0002904688,0.000004095458,0.00007426833,0.000002671349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993163,0.0003169847,0.00005451312,0.00001065016,0.00000233817,0.000006236494,0.0000555708,0.00000304711,0.0002343544],"genre_scores_gemma":[0.9997827,0.00004524269,0.00008656359,0.00000848296,0.000002433505,0.000001971508,0.00004329986,5.861035e-7,0.00002870942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003483163,"threshold_uncertainty_score":0.006925821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008257222993355866,"score_gpt":0.2209312104478039,"score_spread":0.212673987454448,"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."}}