{"id":"W3008937322","doi":"10.1093/jcag/gwz047.141","title":"A142 ENDOSCOPIST EDUCATIONAL INTERVENTIONS ARE ASSOCIATED WITH IMPROVEMENTS IN ADENOMA DETECTION RATE: 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":"Queen's University; University of Toronto; University of Calgary","funders":"","keywords":"Colonoscopy; Medicine; Psychological intervention; Meta-analysis; Colorectal cancer; Adenoma; Metric (unit); Colorectal cancer screening; Systematic review; MEDLINE; Subgroup analysis; Internal medicine; Cancer; Nursing","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":["metaresearch","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01194516,0.002881006,0.01843382,0.006548882,0.0007296994,0.00346611,0.002078697,0.002561744,0.005715625],"category_scores_gemma":[0.03207553,0.001681416,0.04890259,0.007191101,0.0007886938,0.001722765,0.001535853,0.002174069,0.000528031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002772777,"about_ca_system_score_gemma":0.003989086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007984043,"about_ca_topic_score_gemma":0.01458391,"domain_scores_codex":[0.9889951,0.004693787,0.003681191,0.001104483,0.001134844,0.000390495],"domain_scores_gemma":[0.9781641,0.01602511,0.003571246,0.0005441302,0.001439274,0.0002561148],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001959478,0.00004005423,0.003121385,0.4037761,0.581328,0.0001050091,0.00004606987,0.0003836581,0.0001638783,0.00008590388,0.0005144954,0.008475887],"study_design_scores_gemma":[0.0006281614,0.0001851333,0.002926029,0.02163,0.9732162,0.00005739423,0.00002160042,0.0001416563,0.00009701173,0.0001116281,0.000968048,0.0000171072],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005519161,0.9919567,0.000509791,0.0001960236,0.0001596292,0.0004588773,0.0007972457,0.00003762106,0.0003648602],"genre_scores_gemma":[0.2160481,0.7755796,0.002605561,0.001307471,0.0003836853,0.002171644,0.001297425,0.00004365115,0.0005628818],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9880549,"threshold_uncertainty_score":0.06317282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04038163109527344,"score_gpt":0.3099113044766281,"score_spread":0.2695296733813547,"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."}}