{"id":"W4229535562","doi":"10.1093/jcag/gwz047.146","title":"A147 ENDOSCOPIST FEEDBACK IS ASSOCIATED WITH IMPROVEMENTS IN COLONOSCOPY QUALITY INDICATORS: A SYSTEMATIC REVIEW AND META-ANALYSIS","year":2020,"lang":"en","type":"review","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":"St. Michael's Hospital; University of Calgary; Ottawa Hospital; University of Ottawa; University of Toronto; SickKids Foundation; The Wilson Centre; Hospital for Sick Children; Queen's University","funders":"","keywords":"Colonoscopy; Medicine; Meta-analysis; Confidence interval; Psychological intervention; Relative risk; Subgroup analysis; Internal medicine; Audit; Colorectal cancer; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01934649,0.003039784,0.01832575,0.007752873,0.0006919816,0.004136221,0.002017994,0.002599853,0.003200263],"category_scores_gemma":[0.04676421,0.00177052,0.05427142,0.007236017,0.0008828932,0.002129257,0.001870378,0.002486908,0.0002934912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003439599,"about_ca_system_score_gemma":0.003713361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007362207,"about_ca_topic_score_gemma":0.01383006,"domain_scores_codex":[0.9818406,0.008690296,0.005365989,0.001736964,0.001871945,0.0004942501],"domain_scores_gemma":[0.966407,0.02368128,0.006316086,0.0009458769,0.002265856,0.0003839303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002291751,0.00003714432,0.004825091,0.2326956,0.7508987,0.00008433301,0.00006207821,0.0004211346,0.0001439201,0.00006527554,0.0003514254,0.008123472],"study_design_scores_gemma":[0.0005292306,0.0001866918,0.003223198,0.01299397,0.9820619,0.00004863645,0.00002261016,0.0001588218,0.00009318231,0.00009549601,0.00056821,0.0000179924],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008037798,0.9898483,0.0005865515,0.0002302884,0.0001903006,0.0003465874,0.0004573754,0.00003250895,0.0002703145],"genre_scores_gemma":[0.3229935,0.6691799,0.003071608,0.001249086,0.00043237,0.001666411,0.0009085048,0.00004749523,0.0004512352],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01934649,"threshold_uncertainty_score":0.1023152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0378086091217953,"score_gpt":0.320535763320824,"score_spread":0.2827271541990287,"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."}}