{"id":"W4402146728","doi":"10.1093/dote/doae057.368","title":"767. INFLUENCE OF NEOADJUVANT IMMUNOTHERAPY-CHEMOTHERAPY ON PERIOPERATIVE OUTCOMES IN LOCALLY ADVANCED ESOPHAGEAL ADENOCARCINOMA","year":2024,"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":"McGill University Health Centre","funders":"","keywords":"Medicine; Esophageal adenocarcinoma; Perioperative; Chemotherapy; Oncology; Neoadjuvant therapy; Immunotherapy; Internal medicine; Adenocarcinoma; General surgery; Surgery; 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":[0.0005692575,0.0001112263,0.0004055384,0.0000970445,0.0001266555,0.0002981901,0.0001122421,0.00013409,0.0007924953],"category_scores_gemma":[0.0007534595,0.00004943509,0.0003656995,0.0001436803,0.0001745002,0.0001829672,0.000154756,0.0002378552,0.0001139011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001789408,"about_ca_system_score_gemma":0.0002196168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001916996,"about_ca_topic_score_gemma":0.0004228349,"domain_scores_codex":[0.9996819,0.0001505419,0.00003864945,0.00004402295,0.00004949152,0.0000354916],"domain_scores_gemma":[0.9993985,0.0001767273,0.0002141932,0.00003313364,0.00003994257,0.000137543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08420764,0.001746686,0.8318313,0.0002455618,0.0005961239,0.0003201772,0.00006472922,0.0007833847,0.01670766,0.00008935751,0.0003083271,0.06309895],"study_design_scores_gemma":[0.001512172,0.07621655,0.9136744,0.00004089221,0.000637785,0.001103742,0.0001693195,0.00089401,0.004373081,0.0001154167,0.001249399,0.00001322867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986683,0.0008465037,0.00005397073,0.00002059658,0.000009278817,0.00001450096,0.0000406601,0.000001214705,0.0003449554],"genre_scores_gemma":[0.9996145,0.000121052,0.0000492152,0.0000218974,0.0000135162,0.00001430741,0.00009659513,4.912399e-7,0.00006841487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007924953,"threshold_uncertainty_score":0.003010511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007833208127910649,"score_gpt":0.3017837906932267,"score_spread":0.2939505825653161,"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."}}