{"id":"W3033914850","doi":"10.1016/j.gie.2020.03.1895","title":"Su1050 ENDOSCOPIST PROCEDURAL VOLUME AND COLONOSCOPY OUTCOMES: 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 Alberta; University of Calgary","funders":"","keywords":"Medicine; Colonoscopy; Meta-analysis; Intubation; Adverse effect; General surgery; Bowel preparation; Adenoma; Internal medicine; Colorectal cancer; Surgery","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":[0.004490401,0.002239781,0.01104604,0.002738741,0.000514489,0.002350538,0.001574445,0.002411193,0.004974057],"category_scores_gemma":[0.01163588,0.00163651,0.0273331,0.004856936,0.000669065,0.001696839,0.001555694,0.002517852,0.0004517775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001526336,"about_ca_system_score_gemma":0.002132547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009082746,"about_ca_topic_score_gemma":0.02704654,"domain_scores_codex":[0.9972777,0.00101174,0.0007544731,0.0004819372,0.0002837581,0.0001904958],"domain_scores_gemma":[0.9945885,0.003579376,0.001154433,0.0001998743,0.000350735,0.0001271426],"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":[0.004133181,0.0000525107,0.00937974,0.2690033,0.7035574,0.0001612483,0.0001037854,0.0003669708,0.0002767847,0.00008755319,0.00101608,0.01186135],"study_design_scores_gemma":[0.001086287,0.0001830559,0.00720756,0.008755746,0.9811575,0.00008949834,0.00004859814,0.0001173944,0.00006056639,0.0001002647,0.001165213,0.00002839453],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009897527,0.988669,0.0002871276,0.0001308724,0.0001188933,0.00009248025,0.0005877957,0.00002348182,0.0001927287],"genre_scores_gemma":[0.2669345,0.7280776,0.00165142,0.001222897,0.0003064628,0.0003506035,0.000828442,0.00003781523,0.0005902342],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01104604,"threshold_uncertainty_score":0.0237478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06142080685264945,"score_gpt":0.3470028608386832,"score_spread":0.2855820539860338,"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."}}