{"id":"W3023509685","doi":"10.2196/17372","title":"Enhanced Patient Education for Colonic Polyp and Adenoma Detection: Meta-Analysis of Randomized Controlled Trials","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colonoscopy; Medicine; Adenoma; Randomized controlled trial; Internal medicine; Colorectal cancer; Hyperplastic Polyp; Withdrawal time; Gastroenterology; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01659713,0.002927312,0.01789957,0.003550427,0.0005159316,0.002852378,0.002140009,0.002522788,0.005845098],"category_scores_gemma":[0.04491474,0.001133842,0.03468606,0.004200392,0.0008747098,0.001954106,0.001009475,0.003060033,0.0002996124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002115474,"about_ca_system_score_gemma":0.001959926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004180658,"about_ca_topic_score_gemma":0.005914956,"domain_scores_codex":[0.9850846,0.009152421,0.00290945,0.001441028,0.00102228,0.0003903043],"domain_scores_gemma":[0.9593887,0.03282535,0.005364327,0.0009190033,0.00114296,0.0003596366],"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":[0.01600019,0.00008619717,0.003390591,0.2887172,0.6782634,0.00009895315,0.00004516446,0.0007478831,0.000163699,0.0002040967,0.0008190938,0.01146348],"study_design_scores_gemma":[0.007624424,0.0009237412,0.003892225,0.01708604,0.9682961,0.00007531228,0.00002258679,0.0002948735,0.0001111202,0.0003568938,0.001294011,0.00002282681],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009323183,0.9874342,0.0008087856,0.000303377,0.0003168437,0.0006287476,0.0006536828,0.0000462471,0.0004849819],"genre_scores_gemma":[0.3204481,0.6659189,0.004647142,0.002260257,0.001006972,0.003560272,0.001386862,0.00006481823,0.00070666],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01789957,"threshold_uncertainty_score":0.08777511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1530221632793654,"score_gpt":0.458669742554238,"score_spread":0.3056475792748727,"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."}}