{"id":"W3211240842","doi":"10.14309/01.ajg.0000774676.64493.32","title":"S550 Development of the Toronto Upper Gastrointestinal Cleaning Score: A Delphi Study","year":2021,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Esophagogastroduodenoscopy; Delphi method; Likert scale; Delphi; Visibility; Endoscopy; Surgery; Statistics; Artificial intelligence; Computer science","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":[0.04530517,0.0005727406,0.0006478615,0.003262197,0.001793502,0.001670976,0.001053419,0.0008049028,0.004867672],"category_scores_gemma":[0.05250028,0.0005000176,0.001430498,0.00184626,0.002270807,0.001331347,0.004405953,0.001027601,0.0007394975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005847848,"about_ca_system_score_gemma":0.01196946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01210369,"about_ca_topic_score_gemma":0.01161329,"domain_scores_codex":[0.96925,0.01970313,0.003332318,0.000834705,0.004815095,0.002064812],"domain_scores_gemma":[0.9773031,0.009255398,0.001613158,0.0007038443,0.009153433,0.001971062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.002066259,0.001461609,0.4440299,0.005149926,0.0004193133,0.001182678,0.2824306,0.003999069,0.005246921,0.01009575,0.02868794,0.2152301],"study_design_scores_gemma":[0.0006403766,0.006169996,0.6062528,0.004052522,0.0002889973,0.0009867691,0.297921,0.01672931,0.002907994,0.004171077,0.05946452,0.0004146867],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9628284,0.0002071836,0.006959353,0.001291783,0.0001102085,0.01700018,0.0007922253,0.00003404269,0.0107766],"genre_scores_gemma":[0.9512768,0.000423104,0.01469395,0.0005579415,0.00003974438,0.03098358,0.0007910287,0.00001861311,0.001215176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04530517,"threshold_uncertainty_score":0.2395995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02338995219675948,"score_gpt":0.3118632409979263,"score_spread":0.2884732888011668,"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."}}