{"id":"W7117323148","doi":"10.1016/j.gie.2025.12.270","title":"Outcomes of endoscopic submucosal dissection for superficial esophageal squamous neoplasms: a multicenter North American experience","year":2025,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston Health Sciences Centre; Vancouver General Hospital; University of British Columbia; McGill University","funders":"","keywords":"Endoscopic submucosal dissection; Dissection (medical); Curative treatment; Endoscopic treatment; Mortality rate","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":[0.0008760255,0.0002553517,0.0003727098,0.0004525917,0.0005384099,0.000731791,0.000318577,0.0003691588,0.0008000443],"category_scores_gemma":[0.001271074,0.0001748717,0.0004286263,0.0009339143,0.0004018346,0.0008305807,0.0006601146,0.000307108,0.0001233479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007913573,"about_ca_system_score_gemma":0.0006062496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004927287,"about_ca_topic_score_gemma":0.009319905,"domain_scores_codex":[0.9995281,0.0001311717,0.0000494134,0.00009789714,0.00009564139,0.00009776578],"domain_scores_gemma":[0.9992729,0.0001306284,0.0002514005,0.0000530219,0.0001023873,0.0001897061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003406254,0.0001922598,0.9923881,0.0000140158,0.00008682208,0.000508975,0.0003530192,0.000111885,0.0004837647,0.00004722137,0.0003234895,0.005149912],"study_design_scores_gemma":[0.00003474286,0.0003084981,0.9968899,0.00001340526,0.00006828932,0.0008358039,0.001144486,0.0002351709,0.00009296962,0.00004316695,0.0003253101,0.000008281386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992385,0.0002342894,0.00004790412,0.00004509502,0.000004014878,0.000005928932,0.00008950044,0.000001346384,0.0003332646],"genre_scores_gemma":[0.9992946,0.0002354092,0.00007111955,0.00004642167,0.0000131937,0.000006792694,0.0002400628,0.000001808427,0.00009054913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004927287,"threshold_uncertainty_score":0.009797215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01541785025305125,"score_gpt":0.3308092709516166,"score_spread":0.3153914206985653,"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."}}