{"id":"W4328050985","doi":"10.1016/j.gie.2022.11.010","title":"Thermal ablation of the margin defect after EMR: the need for randomized controlled trials with standardized outcome assessment","year":2023,"lang":"en","type":"letter","venue":"Gastrointestinal Endoscopy","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Montreal General Hospital","funders":"","keywords":"Medicine; Endoscopic mucosal resection; Argon plasma coagulation; Resection margin; Surgery; Endoscopy; Resection","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":[],"consensus_categories":[],"category_scores_codex":[0.1230932,0.001208539,0.008902048,0.002309636,0.001409546,0.006428739,0.004446743,0.02347026,0.0058406],"category_scores_gemma":[0.3410904,0.0009683348,0.00662369,0.002484682,0.004635527,0.00703586,0.002449867,0.02273121,0.001694522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008810746,"about_ca_system_score_gemma":0.01314955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003363339,"about_ca_topic_score_gemma":0.006615609,"domain_scores_codex":[0.8822201,0.08446324,0.02062782,0.003404509,0.007898295,0.001386077],"domain_scores_gemma":[0.4515743,0.495241,0.02837467,0.006294979,0.01332392,0.005191162],"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":[0.04748732,0.001270816,0.007150834,0.05333837,0.01366669,0.001041072,0.0005066922,0.001791116,0.0009507777,0.03465004,0.445036,0.3931103],"study_design_scores_gemma":[0.1858935,0.008139436,0.01488739,0.09869488,0.02043559,0.001395868,0.001335354,0.006164863,0.001243138,0.1526046,0.5084822,0.0007231607],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00349416,0.1441122,0.003755172,0.8063433,0.03660989,0.001298898,0.000910432,0.000113946,0.003362122],"genre_scores_gemma":[0.04352175,0.04743773,0.02124815,0.8234538,0.05784489,0.004539406,0.0007438032,0.00007827504,0.001132269],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1230932,"threshold_uncertainty_score":0.6509869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03109084018345464,"score_gpt":0.3251532954812348,"score_spread":0.2940624552977802,"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."}}