{"id":"W3201061958","doi":"10.14309/ajg.0000000000001498","title":"A Pragmatic Randomized Controlled Trial of an Endoscopist Audit and Feedback Report for Colonoscopy","year":2021,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Public Health Ontario; University of Toronto; Cancer Care Ontario; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Colonoscopy; Randomized controlled trial; Polypectomy; Relative risk; Internal medicine; Surgery; Colorectal cancer; Confidence interval; Cancer","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":[0.0108202,0.002561852,0.005357713,0.001299374,0.001409947,0.002124138,0.001783947,0.005606595,0.01049677],"category_scores_gemma":[0.02865382,0.001324492,0.003959164,0.0009716029,0.002884709,0.00234856,0.001731301,0.003780128,0.0008116856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003661415,"about_ca_system_score_gemma":0.006650012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004739294,"about_ca_topic_score_gemma":0.004872286,"domain_scores_codex":[0.9768444,0.01705487,0.001575175,0.002118907,0.001283711,0.001122974],"domain_scores_gemma":[0.9848605,0.006338263,0.004311972,0.0009275941,0.001025264,0.002536456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9753568,0.01135488,0.0004262202,0.001428189,0.001031535,0.00002774078,0.00008866827,0.0002209287,0.0001816588,0.0001988627,0.0005179099,0.009166561],"study_design_scores_gemma":[0.9559448,0.04187769,0.0007213079,0.0001418132,0.0004261047,0.00001151012,0.0000305302,0.0002747695,0.00006408215,0.0001918528,0.0003009257,0.00001471979],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9062413,0.006933568,0.00329395,0.003529238,0.005743357,0.06799454,0.001447109,0.0004202827,0.004396642],"genre_scores_gemma":[0.9201083,0.001399358,0.008972643,0.002131598,0.001306694,0.06388848,0.0004271093,0.00002115681,0.001744803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0108202,"threshold_uncertainty_score":0.05722332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008719906994557358,"score_gpt":0.2901227320525237,"score_spread":0.2814028250579663,"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."}}