{"id":"W4386086359","doi":"10.1055/a-2159-2557","title":"Clinical outcomes of endoscopic submucosal dissection for superficial esophageal neoplasia in close proximity to esophageal varices: a multicenter international experience","year":2023,"lang":"en","type":"article","venue":"Endoscopy","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Montreal General Hospital","funders":"","keywords":"Medicine; Esophageal varices; Interquartile range; Esophagus; Varices; Perforation; Esophageal disease; Esophageal stricture; Surgery; Endoscopy; Retrospective cohort study; Radiology; Gastroenterology; Internal medicine; Cirrhosis; Portal hypertension","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":[0.001482864,0.0003635369,0.0003420118,0.000578881,0.0002817876,0.0004765602,0.0002222574,0.0002977932,0.0007868591],"category_scores_gemma":[0.003234129,0.0001205671,0.0003570711,0.0005773979,0.0003421434,0.0003799765,0.0004535511,0.0002387453,0.0002200454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002213503,"about_ca_system_score_gemma":0.0001487392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002831408,"about_ca_topic_score_gemma":0.0003022132,"domain_scores_codex":[0.9993818,0.000291107,0.00008558768,0.0001049595,0.00007509132,0.00006152174],"domain_scores_gemma":[0.9986998,0.0003173794,0.0004894235,0.0001087052,0.0000939876,0.0002906971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009235716,0.0003157479,0.9709592,0.00006088915,0.0001253532,0.002616005,0.0006250817,0.0002373521,0.001848156,0.00004229824,0.0003216557,0.02192473],"study_design_scores_gemma":[0.000139516,0.003246623,0.9797342,0.00004977016,0.0001684936,0.01335862,0.0006924201,0.0003846371,0.0007778201,0.00005659806,0.001370065,0.00002109295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983674,0.0008351899,0.0002241986,0.00003548785,0.00000674859,0.00001404897,0.00004487647,0.000004028841,0.0004679902],"genre_scores_gemma":[0.9991657,0.0004306098,0.0001682158,0.00002613281,0.00003146107,0.00001104846,0.0001123729,0.000002778386,0.00005172846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001482864,"threshold_uncertainty_score":0.007842183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04151143654858985,"score_gpt":0.4126312015701527,"score_spread":0.3711197650215629,"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."}}