{"id":"W4413269873","doi":"10.1093/dote/doaf066","title":"Gastric conduit necrosis following esophagectomy: is conduit salvage feasible?","year":2025,"lang":"en","type":"article","venue":"Diseases of the Esophagus","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Electrical conduit; Medicine; Esophagectomy; Necrosis; Surgery; Internal medicine; Esophageal cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001403949,0.0003198093,0.0006204732,0.0002596058,0.0002430401,0.00005336745,0.0004769956,0.00009499559,0.0005112471],"category_scores_gemma":[0.0002282491,0.000224319,0.0009061982,0.001062177,0.0002115483,0.0001268034,0.0002822819,0.0002578961,0.00006441309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003060277,"about_ca_system_score_gemma":0.0007587721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006878328,"about_ca_topic_score_gemma":0.0000115833,"domain_scores_codex":[0.9977053,0.000106586,0.000406226,0.000498424,0.0007196255,0.0005637861],"domain_scores_gemma":[0.9980891,0.0002076928,0.0001372462,0.001059547,0.0001451546,0.0003612951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005444341,0.0006748016,0.9773197,0.000380007,0.0009994204,0.0003315867,0.000109096,0.000006661159,0.0001167889,0.0006372389,0.0162307,0.002649592],"study_design_scores_gemma":[0.006488464,0.0003850521,0.9515292,0.0005159894,0.00153151,0.00001328914,0.00008632503,0.00006190195,0.03694611,0.002109252,0.0001403544,0.0001925392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3251604,0.6654822,0.0000402965,0.003691029,0.0008872735,0.002285405,0.0004072306,0.0002007647,0.001845339],"genre_scores_gemma":[0.9892919,0.0001146706,0.0001065073,0.001856574,0.00007664758,0.0001386101,0.00003525508,0.00003572652,0.008344094],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6653675,"threshold_uncertainty_score":0.9147463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01512557735115875,"score_gpt":0.3175287815319375,"score_spread":0.3024032041807787,"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."}}