{"id":"W4281740861","doi":"10.1055/a-1865-4180","title":"The Toronto Upper Gastrointestinal Cleaning Score: a prospective validation study","year":2022,"lang":"en","type":"article","venue":"Endoscopy","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Wilson Centre; Hospital for Sick Children; St. Michael's Hospital; University of Toronto","funders":"","keywords":"Cronbach's alpha; Intraclass correlation; Medicine; Esophagogastroduodenoscopy; Likert scale; Delphi method; Rating scale; Reliability (semiconductor); Correlation; Concurrent validity; Spearman's rank correlation coefficient; Physical therapy; Statistics; Psychometrics; Internal consistency; Internal medicine; Endoscopy; Clinical psychology; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003473706,0.00008651079,0.0001045338,0.00002227295,0.0006758902,0.0000347732,0.00007004206,0.000007162883,0.0002853748],"category_scores_gemma":[0.0001191842,0.00006666179,0.0000491143,0.0001435116,0.00002156609,0.00006763111,0.00008350227,0.0002315297,0.000008821168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005414454,"about_ca_system_score_gemma":0.00007523917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008522462,"about_ca_topic_score_gemma":0.0003212691,"domain_scores_codex":[0.9990278,0.00009817972,0.0001355918,0.0002139831,0.0003485926,0.0001758721],"domain_scores_gemma":[0.9995673,0.00007867822,0.00006097642,0.0001897534,0.00005388877,0.00004935286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01034603,0.0003509912,0.9722699,0.000007579325,0.00006076309,0.00004059281,0.002686344,0.00009034197,0.002864596,0.0001972454,0.0009176057,0.01016804],"study_design_scores_gemma":[0.004395186,0.03514626,0.9209678,0.0000571559,0.00013769,0.0003163523,0.02553358,0.001128516,0.008287384,0.0001900906,0.003620435,0.0002196093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936875,0.0001714111,0.0006473168,0.0001691902,0.0003218488,0.0007377281,0.000001925978,0.000130612,0.004132534],"genre_scores_gemma":[0.9976415,0.000002086187,0.0006312138,0.00005256518,0.0001919934,0.0003491685,0.000004177897,0.0000159563,0.001111345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05130213,"threshold_uncertainty_score":0.5198469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01777655297159931,"score_gpt":0.2893225029244682,"score_spread":0.2715459499528689,"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."}}