{"id":"W3033481971","doi":"10.1016/j.gie.2020.03.1898","title":"Su1053 ENDOSCOPIST FEEDBACK IS ASSOCIATED WITH IMPROVEMENTS IN COLONOSCOPY QUALITY INDICATORS: A SYSTEMATIC REVIEW AND META-ANALYSIS","year":2020,"lang":"en","type":"review","venue":"Gastrointestinal Endoscopy","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of Ottawa; University of Toronto","funders":"","keywords":"Medicine; Colonoscopy; Meta-analysis; Quality (philosophy); Adenoma; Medical physics; Internal medicine; Colorectal cancer","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":[0.006539163,0.002131168,0.009168289,0.001926401,0.0005867047,0.002778109,0.001452624,0.002970274,0.005116386],"category_scores_gemma":[0.02277341,0.001575961,0.03444139,0.003423454,0.000769598,0.001495234,0.001597259,0.002874573,0.0005037068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001784679,"about_ca_system_score_gemma":0.002324976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01189906,"about_ca_topic_score_gemma":0.02927549,"domain_scores_codex":[0.9945261,0.002175536,0.001525719,0.000899313,0.0005787074,0.0002947093],"domain_scores_gemma":[0.9883162,0.007366877,0.002843343,0.0004844548,0.0007613651,0.000227699],"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":[0.008686033,0.00009938557,0.01623348,0.1840624,0.7733856,0.0001218585,0.0001529126,0.0003156755,0.000275307,0.00007236476,0.0009048327,0.01569008],"study_design_scores_gemma":[0.001685665,0.0004006081,0.01289725,0.007228217,0.976342,0.00005396377,0.00005418222,0.0001324073,0.00008205681,0.00007705981,0.001015065,0.00003166732],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0217397,0.9759562,0.0004011568,0.0002571331,0.0003325922,0.0001511335,0.0007503299,0.00003928156,0.0003724764],"genre_scores_gemma":[0.5670503,0.4252901,0.002149843,0.002508012,0.0005692429,0.0004571102,0.0009935336,0.00006271688,0.0009192304],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01189906,"threshold_uncertainty_score":0.03458285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06848801229617002,"score_gpt":0.3611023005418051,"score_spread":0.2926142882456351,"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."}}