{"id":"W2910117095","doi":"10.1053/j.gastro.2019.01.014","title":"Is Ablation of the Endoscopic Mucosal Resection Margin the New Standard for Colorectal Polyps?","year":2019,"lang":"en","type":"letter","venue":"Gastroenterology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Computer Research Institute of Montréal","funders":"","keywords":"Endoscopic mucosal resection; Medicine; Adenoma; Resection margin; Gastroenterology; Endoscopy; Colorectal adenoma; Internal medicine; General surgery; Resection; Colorectal cancer; Surgery; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001784083,0.0002209077,0.0004875218,0.0001426647,0.00006790729,0.00001585001,0.0002718533,0.0002678686,0.0002349416],"category_scores_gemma":[0.00005921106,0.0001311222,0.0003277551,0.0001093351,0.0001170532,0.00003319938,0.0001170288,0.0006870759,0.000009178895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001714676,"about_ca_system_score_gemma":0.0001297163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001245453,"about_ca_topic_score_gemma":0.0001743506,"domain_scores_codex":[0.9984825,0.0001048738,0.0003513723,0.0003086175,0.0003394147,0.0004132486],"domain_scores_gemma":[0.9989374,0.0001284453,0.0003530619,0.0004720341,0.00008534872,0.00002375975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001589879,0.000007752129,0.1228592,0.0001958029,0.0002265153,0.000003013373,0.0000825194,0.000002899312,0.00007381717,0.000008306907,0.8746372,0.000313082],"study_design_scores_gemma":[0.00526048,0.003153511,0.1845434,0.0001100313,0.0006826079,0.00003991174,0.00003423038,0.00006506717,0.0003266315,0.0001329599,0.8055781,0.00007302327],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.09918118,0.00007885403,0.002010337,0.8931425,0.002973086,0.002125894,0.0001317825,0.00002518952,0.0003312308],"genre_scores_gemma":[0.1777556,0.00006401932,0.000493513,0.7845631,0.006507556,0.0001572521,0.0003890156,0.00009200242,0.02997795],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1085793,"threshold_uncertainty_score":0.5347008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01614304120140269,"score_gpt":0.2673746416864535,"score_spread":0.2512316004850508,"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."}}