{"id":"W4213027581","doi":"10.1093/jcag/gwab049.031","title":"A32 DEVELOPMENT AND VALIDATION OF THE TORONTO UPPER GASTROINTESTINAL CLEANING SCORE","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Esophagogastroduodenoscopy; Likert scale; Intraclass correlation; Inter-rater reliability; Delphi method; Medicine; Endoscopy; Statistics; Surgery; Psychometrics; Mathematics; Rating scale","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":[0.02340585,0.0007463248,0.001062574,0.006158748,0.0008599381,0.001574318,0.001274587,0.0005478948,0.003791425],"category_scores_gemma":[0.05238467,0.0004313238,0.002704018,0.003299468,0.0012805,0.001057387,0.002677531,0.00078509,0.0008336683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004813417,"about_ca_system_score_gemma":0.0103863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02612518,"about_ca_topic_score_gemma":0.03195389,"domain_scores_codex":[0.982254,0.005758073,0.00295105,0.0009503929,0.007452836,0.000633824],"domain_scores_gemma":[0.9482203,0.01252618,0.005893239,0.00233126,0.02884866,0.002180356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001711323,0.0007398064,0.6431288,0.002476307,0.0007497741,0.0004098231,0.01123218,0.004255138,0.004527766,0.002580991,0.01512596,0.3130621],"study_design_scores_gemma":[0.0003601613,0.002193114,0.9607478,0.0009847897,0.0003390812,0.0004300359,0.005027157,0.01157177,0.002315068,0.0008459818,0.01504125,0.0001437334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9415349,0.0006177395,0.02213907,0.0005342792,0.0002315675,0.01345672,0.004969187,0.00025845,0.0162581],"genre_scores_gemma":[0.9149141,0.0006980397,0.06179953,0.00008701377,0.00006300784,0.0142096,0.005911141,0.00007169609,0.002245913],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02612518,"threshold_uncertainty_score":0.1237835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01266776651092731,"score_gpt":0.2253237822111687,"score_spread":0.2126560157002414,"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."}}