{"id":"W3011628961","doi":"10.1053/j.gastro.2020.03.014","title":"Effects of Blended (Yellow) vs Forced Coagulation (Blue) Currents on Adverse Events, Complete Resection, or Polyp Recurrence After Polypectomy in a Large Randomized Trial","year":2020,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"National Center for Advancing Translational Sciences; Fonds de Recherche du Québec - Santé; EndoAid; National Institute of Diabetes and Digestive and Kidney Diseases; Medtronic; American College of Gastroenterology; Olympus; National Institutes of Health; Boston Scientific Corporation; U.S. Department of Veterans Affairs","keywords":"Polypectomy; Medicine; Adverse effect; Randomized controlled trial; Resection; Gastroenterology; Internal medicine; Surgery; Colonoscopy; Cancer; Colorectal cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003224843,0.0002379047,0.001033067,0.0003061231,0.00002930807,0.000003275072,0.0001262041,0.00008201492,0.0002116789],"category_scores_gemma":[0.0004410265,0.0001910921,0.0002654322,0.0002978984,0.00009426429,0.00007592703,0.00009237233,0.0002664975,0.00002034668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008587992,"about_ca_system_score_gemma":0.00004635567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004226731,"about_ca_topic_score_gemma":0.0001276193,"domain_scores_codex":[0.9977227,0.0004276309,0.0006695586,0.0004108862,0.0003142008,0.0004550581],"domain_scores_gemma":[0.9991211,0.0001963087,0.0002823806,0.0002068096,0.00005496058,0.0001384932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9078866,0.000317272,0.0901075,0.0002748305,0.0001613952,0.00005041154,0.0002925036,0.00002447082,0.0002062333,0.00001648208,0.0005095981,0.0001527123],"study_design_scores_gemma":[0.8214141,0.005526866,0.1702826,0.0002058565,0.000267712,0.000006038876,0.00004482639,0.001703799,0.0001508476,0.00001784203,0.0002926528,0.00008681279],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912729,0.00003919972,0.002604274,0.002249888,0.0008178441,0.002920684,0.0000218968,0.00004163535,0.00003169144],"genre_scores_gemma":[0.9973671,0.00004936789,0.0001946139,0.001688613,0.0002120795,0.0002654386,0.00006414315,0.000019501,0.0001391487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08647246,"threshold_uncertainty_score":0.7792511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01838082724747354,"score_gpt":0.2818695534822636,"score_spread":0.2634887262347901,"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."}}