{"id":"W3139933437","doi":"10.1053/j.gastro.2021.03.044","title":"Outcomes of Thermal Ablation of the Mucosal Defect Margin After Endoscopic Mucosal Resection: A Prospective, International, Multicenter Trial of 1000 Large Nonpedunculated Colorectal Polyps","year":2021,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of British Columbia","funders":"University of British Columbia","keywords":"Medicine; Interquartile range; Endoscopic mucosal resection; Colonoscopy; Randomized controlled trial; Surgery; Multicenter trial; Clinical endpoint; Resection margin; Clinical trial; Endoscopy; Internal medicine; Colorectal cancer; Multicenter study; Resection","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":[0.0001952348,0.0001642186,0.0005112733,0.0001650624,0.00002813016,0.000006829792,0.0001538839,0.00008537099,0.0006059328],"category_scores_gemma":[0.0001231858,0.0001211041,0.0003894127,0.000194185,0.0001359932,0.0000720917,0.0002089859,0.00017894,0.000002581148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008910479,"about_ca_system_score_gemma":0.00006288884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006442863,"about_ca_topic_score_gemma":0.0003213935,"domain_scores_codex":[0.9983638,0.0001749146,0.0005712589,0.0002611432,0.0003611628,0.0002677351],"domain_scores_gemma":[0.9989915,0.00006106888,0.0003479814,0.0003023258,0.0002568321,0.00004026586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04233399,0.0006724947,0.9504264,0.00007969977,0.000733196,0.00001714111,0.0002086903,0.00001298082,0.005258922,0.00006551386,0.00009676805,0.00009418236],"study_design_scores_gemma":[0.04645238,0.001230601,0.945007,0.00004760678,0.0002847479,0.00001559423,0.00008626158,0.0001188601,0.006614728,0.000008720502,0.00009319687,0.00004025545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959313,0.00004321314,0.0001489896,0.001249713,0.001287641,0.0007525338,0.00004868106,0.00001677515,0.0005211792],"genre_scores_gemma":[0.998911,0.00001171884,0.0002123965,0.0002050671,0.0001167053,0.00005131906,0.00003817235,0.00001754237,0.0004361316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00541938,"threshold_uncertainty_score":0.663454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007784205663436158,"score_gpt":0.261048762298846,"score_spread":0.2532645566354098,"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."}}