{"id":"W4406906130","doi":"10.3390/curroncol32020072","title":"Evaluating Postoperative Morbidity and Outcomes of Robotic-Assisted Esophagectomy in Esophageal Cancer Treatment—A Comprehensive Review on Behalf of TROGSS (The Robotic Global Surgical Society) and EFISDS (European Federation International Society for Digestive Surgery) Joint Working Group","year":2025,"lang":"en","type":"review","venue":"Current Oncology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Esophageal cancer; Esophagectomy; General surgery; Cancer; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002595803,0.000685013,0.001945274,0.004294059,0.0002238343,0.001240724,0.0009171623,0.000700037,0.001253505],"category_scores_gemma":[0.005256278,0.0002555046,0.002156427,0.004223067,0.0004104283,0.0008601463,0.000589452,0.0005784602,0.0002048326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006486322,"about_ca_system_score_gemma":0.002165892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002239138,"about_ca_topic_score_gemma":0.003479125,"domain_scores_codex":[0.9986743,0.0003387499,0.0004945552,0.0001565099,0.0002919844,0.00004391906],"domain_scores_gemma":[0.9960323,0.002575547,0.0007767311,0.00005159468,0.0005081985,0.00005552833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002275387,0.00006125177,0.00364419,0.171442,0.001650555,0.0001250475,0.0001795713,0.0005136685,0.0005639402,0.0005372976,0.007156111,0.8138987],"study_design_scores_gemma":[0.0002454397,0.001563529,0.06331678,0.443541,0.02571931,0.005368926,0.001044169,0.001207387,0.001874792,0.001737629,0.454127,0.0002540452],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003511992,0.9992474,0.0000591874,0.00009596351,0.00003664219,0.000008153048,0.00004322078,0.000002225185,0.0001561333],"genre_scores_gemma":[0.00356654,0.9958688,0.0002124161,0.00011746,0.00007839873,0.00002442274,0.00008586234,0.000001822818,0.00004427691],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004294059,"threshold_uncertainty_score":0.01372802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3057669998773545,"score_gpt":0.512920495994445,"score_spread":0.2071534961170906,"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."}}