{"id":"W7117166454","doi":"10.1093/dote/doaf125","title":"The location and degree of residual disease determines recurrence patterns and survival in patients with esophageal adenocarcinoma after trimodal therapy","year":2025,"lang":"en","type":"article","venue":"Diseases of the Esophagus","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Kelowna General Hospital","funders":"","keywords":"Esophagus; Hazard ratio; Adenocarcinoma; Esophagectomy; Neoadjuvant therapy; Esophageal adenocarcinoma; Residual; Confidence interval; Chemotherapy","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":[0.000312206,0.0000982788,0.000197721,0.0002636492,0.0001473227,0.0002241221,0.0001436581,0.0002203638,0.0006762636],"category_scores_gemma":[0.0009586419,0.0001004285,0.0003693205,0.0002609713,0.0001566749,0.0002147444,0.000208815,0.0002215904,0.000125602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001335269,"about_ca_system_score_gemma":0.0001016526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001032086,"about_ca_topic_score_gemma":0.002159254,"domain_scores_codex":[0.9998216,0.00005033933,0.00002119331,0.00003572938,0.00003551071,0.00003558329],"domain_scores_gemma":[0.9994597,0.0001173853,0.0002504812,0.00004100389,0.00003420414,0.00009734787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002104766,0.00001040656,0.9972008,0.000003400629,0.00002375461,0.00009821563,0.00002384886,0.00005252473,0.0003217352,0.000003895525,0.00002411574,0.00202673],"study_design_scores_gemma":[0.000003700123,0.0001245157,0.9989931,0.000003186322,0.00002280642,0.0004671675,0.00005778332,0.0001847092,0.00006539495,0.00001046739,0.00006534439,0.000001719444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995679,0.0002771326,0.0000280678,0.0000143754,0.000001230423,8.128791e-7,0.00002229848,9.229241e-7,0.00008724989],"genre_scores_gemma":[0.9998306,0.00004645999,0.00001683684,0.000007640132,0.000003381944,6.338427e-7,0.00004871381,3.740656e-7,0.00004545665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001032086,"threshold_uncertainty_score":0.002262354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0118359512591444,"score_gpt":0.2700148735531402,"score_spread":0.2581789222939958,"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."}}