{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006680528,0.000659087,0.0007255891,0.002039375,0.0008167265,0.0008282902,0.0007101048,0.0006236498,0.002038387],"category_scores_gemma":[0.0151553,0.000414407,0.001068179,0.001955145,0.001134834,0.0007004591,0.001147178,0.0006610636,0.0006047534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00206656,"about_ca_system_score_gemma":0.002188675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02393279,"about_ca_topic_score_gemma":0.02985766,"domain_scores_codex":[0.9960974,0.001078303,0.0004231934,0.0004309059,0.001700799,0.0002694111],"domain_scores_gemma":[0.990035,0.002051908,0.002035836,0.0008057386,0.004104243,0.0009673004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004156425,0.0002834861,0.9843218,0.0001727306,0.000140834,0.0001842213,0.001953458,0.0002379063,0.0004777826,0.0001322115,0.001156727,0.0105232],"study_design_scores_gemma":[0.00006165164,0.0005943911,0.9968514,0.00003891333,0.00005865206,0.00023803,0.0005689084,0.0004882014,0.0001078208,0.00003430057,0.000942195,0.00001549045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961299,0.0002474148,0.0007065056,0.00006494048,0.00001498193,0.0005979743,0.000825354,0.00001176046,0.001401204],"genre_scores_gemma":[0.9938841,0.0003009688,0.001891331,0.00004663823,0.0000220856,0.001161108,0.002245091,0.0000166457,0.0004321447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02393279,"threshold_uncertainty_score":0.04758698,"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."}}