{"id":"W4384295990","doi":"10.1016/j.gie.2023.03.029","title":"Response","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":"Ottawa Hospital; University of Ottawa","funders":"Johns Hopkins University; Northwestern University; University of South Carolina; University of Ottawa; Medical University of South Carolina; Brigham and Women's Hospital","keywords":"Medicine; Endoscopic submucosal dissection; Prospective cohort study; Dissection (medical); Cohort study; Cohort; Multicenter study; Surgery; General surgery; Emergency medicine; Internal medicine; Randomized controlled trial","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004906019,0.0004726867,0.0006848589,0.0005670506,0.00007071369,0.00005793724,0.0002650512,0.0001804365,0.0006700759],"category_scores_gemma":[0.001320296,0.0004330211,0.0003626508,0.0004704311,0.0001231692,0.00004605286,0.0001641365,0.001810661,0.00274729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002532688,"about_ca_system_score_gemma":0.0002731618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000626144,"about_ca_topic_score_gemma":0.000002583938,"domain_scores_codex":[0.9972696,0.0001535481,0.000429134,0.0006122847,0.0007188134,0.0008165888],"domain_scores_gemma":[0.9979795,0.0008756084,0.0001965203,0.0006974059,0.0001135406,0.0001374644],"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":[0.00170684,0.00001521239,0.003957499,0.0002661303,0.0000577186,0.01280554,0.00001105515,0.000001213497,0.0007215194,0.000003952379,0.9802083,0.0002450628],"study_design_scores_gemma":[0.001532687,0.00113468,0.0117018,0.001147653,0.0002852149,0.006666761,0.0000280134,0.00002162911,0.00002461166,0.0000600771,0.9771208,0.0002760724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009409381,0.00004426472,0.0009993155,0.9903232,0.0008003175,0.0006196272,0.00005308263,0.0008738273,0.00534539],"genre_scores_gemma":[0.0001056907,0.00001756086,0.03007873,0.7785119,0.005376866,0.00009616528,0.0005211984,0.0002349025,0.185057],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2118114,"threshold_uncertainty_score":0.9998122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03235918087773956,"score_gpt":0.2952824005500194,"score_spread":0.2629232196722798,"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."}}