{"id":"W4387381066","doi":"10.1016/j.gie.2023.09.008","title":"Complete circumferential endoscopic submucosal dissection for early Barrett’s neoplasia","year":2023,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston Health Sciences Centre","funders":"","keywords":"Medicine; Interquartile range; Esophagectomy; Esophagus; Surgery; Esophageal cancer; Endoscopic mucosal resection; Barrett's esophagus; Biopsy; Radiology; Dissection (medical); Adenocarcinoma; Endoscopy; Cancer; Internal medicine","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":[0.0004213449,0.00035366,0.0003702111,0.0003537681,0.0002513538,0.0002157736,0.0001233375,0.0002208741,0.001496998],"category_scores_gemma":[0.0003989209,0.0001141481,0.0003887051,0.0002425263,0.0002307607,0.0004175744,0.0002886238,0.0003375981,0.0002527271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000180448,"about_ca_system_score_gemma":0.0002991942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008745819,"about_ca_topic_score_gemma":0.003072282,"domain_scores_codex":[0.9999182,0.00001828416,0.000008385819,0.00001467729,0.00001978065,0.00002062232],"domain_scores_gemma":[0.9998242,0.00004164446,0.00002123154,0.00002765684,0.00002006456,0.00006529164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007742465,0.0002496436,0.110618,0.001453381,0.0004626829,0.009640373,0.0002507082,0.001487169,0.1413447,0.0007598601,0.007273112,0.7187179],"study_design_scores_gemma":[0.000420276,0.004913568,0.8674878,0.0004401598,0.0004677373,0.04053853,0.0002834577,0.002248838,0.02205492,0.0003930822,0.06070235,0.00004929172],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9003821,0.07267223,0.007104521,0.0006483588,0.0002337771,0.0001255808,0.0003768668,0.000124666,0.01833186],"genre_scores_gemma":[0.9782333,0.01107623,0.006120538,0.0004283375,0.0001846723,0.0000282499,0.0006901008,0.00002935587,0.003209064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001496998,"threshold_uncertainty_score":0.005007982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03796872599037753,"score_gpt":0.3239622442417512,"score_spread":0.2859935182513737,"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."}}