{"id":"W4390139903","doi":"10.1245/s10434-023-14779-4","title":"Docetaxel-Based Neoadjuvant Chemotherapy Followed by En Bloc Resection for Esophageal Adenocarcinoma: A 15-Year Retrospective Analysis from a Regional Upper Gastrointestinal Cancer Network","year":2023,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Victoria Hospital; Royal Victoria Regional Health Centre; St Mary's Hospital; Centre Hospitalier Universitaire de Sherbrooke; McGill University Health Centre; Jewish General Hospital; Montreal General Hospital","funders":"","keywords":"Docetaxel; Medicine; Esophagectomy; Neoadjuvant therapy; Adenocarcinoma; Surgical oncology; Esophageal cancer; Internal medicine; Oxaliplatin; Oncology; Retrospective cohort study; Chemotherapy; Cancer; Colorectal cancer; Breast cancer","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":[0.0007377386,0.0003486854,0.0005302547,0.0006245176,0.0006001382,0.001007337,0.0004892463,0.0004561683,0.001100407],"category_scores_gemma":[0.001652728,0.0005642169,0.001161774,0.001440402,0.0004217946,0.0006395665,0.0006325961,0.000601797,0.0002454748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001219338,"about_ca_system_score_gemma":0.001299347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01421654,"about_ca_topic_score_gemma":0.03067045,"domain_scores_codex":[0.9989717,0.0002271394,0.0001515772,0.0003160653,0.0001623316,0.0001711937],"domain_scores_gemma":[0.9983693,0.0002671927,0.0008312335,0.0001418948,0.0001666841,0.0002237035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005056874,0.00006653962,0.9969131,0.00003191735,0.0003958998,0.0002174372,0.0000645867,0.0000864889,0.0002692258,0.00001393515,0.0001751089,0.001260188],"study_design_scores_gemma":[0.00005881517,0.0003770065,0.9967944,0.00003167018,0.0005686749,0.0007206444,0.0004661702,0.0002462083,0.0001498905,0.00001819356,0.0005551793,0.00001320951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977198,0.001104819,0.00008547876,0.00004509486,0.00001150095,0.00001640851,0.0006884928,0.000002789485,0.0003255384],"genre_scores_gemma":[0.9981894,0.0004608305,0.0000944262,0.00008935576,0.00001515873,0.00001545301,0.0009728189,0.000005123336,0.0001574389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01421654,"threshold_uncertainty_score":0.02826756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04953248280569629,"score_gpt":0.3868073993708261,"score_spread":0.3372749165651298,"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."}}