{"id":"W4212806551","doi":"10.1016/j.gie.2022.02.012","title":"Reproducibility of the electronic chromoendoscopy PICaSSO score (Paddington International Virtual ChromoendoScopy ScOre) in ulcerative colitis using multiple endoscopic platforms: a prospective multicenter international study (with video)","year":2022,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Birmingham Biomedical Research Centre; University of Birmingham; National Institute for Health and Care Research","keywords":"Chromoendoscopy; Medicine; Internal medicine; Gastroenterology; Colonoscopy; Ulcerative colitis; Prospective cohort study; Reproducibility; Intraclass correlation; Cohort; Colorectal cancer; Cancer; Disease","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":[0.003701412,0.0006264133,0.0004478547,0.0008401257,0.0003801894,0.0009181975,0.0005269927,0.001007143,0.0009591934],"category_scores_gemma":[0.007346752,0.0006247908,0.0007734033,0.000857046,0.0006528153,0.0009935995,0.0006010405,0.0005591383,0.0003883235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001952163,"about_ca_system_score_gemma":0.0001631377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001170466,"about_ca_topic_score_gemma":0.0009647746,"domain_scores_codex":[0.9969143,0.001256483,0.0002621934,0.0008354522,0.0005569952,0.0001745682],"domain_scores_gemma":[0.994556,0.001667261,0.00143154,0.001225439,0.0007415056,0.0003783834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009291852,0.00009963493,0.9956874,0.000008679591,0.0002175957,0.00004114628,0.0001264697,0.00007564451,0.0008699704,0.0000166945,0.00006298043,0.001864617],"study_design_scores_gemma":[0.00003084441,0.0004967251,0.9984685,0.000003104996,0.00007568295,0.0001420352,0.00009486995,0.0002816646,0.00027543,0.00001869012,0.0001049849,0.00000749427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986398,0.0001632865,0.0005079315,0.00001510224,0.00001883152,0.00001253707,0.000129066,0.000008195457,0.0005052825],"genre_scores_gemma":[0.9994092,0.00002977693,0.0002268357,0.00001496032,0.0000161499,0.000008821448,0.0001538081,0.000005910355,0.0001345294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003701412,"threshold_uncertainty_score":0.01957518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01235823051439371,"score_gpt":0.2570781937769048,"score_spread":0.2447199632625111,"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."}}