{"id":"W4402132459","doi":"10.1093/dote/doae057.359","title":"748. CAUSES, TREATMENT AND OUTCOMES OF CONDUIT NECROSIS FOLLOWING OESOPHAGECTOMY: A SINGLE CENTRE RETROSPECTIVE STUDY","year":2024,"lang":"en","type":"article","venue":"Diseases of the Esophagus","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital","funders":"","keywords":"Medicine; Electrical conduit; Retrospective cohort study; Surgery; Esophagectomy; Necrosis; Internal medicine; Cancer; Esophageal cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009489716,0.0003328707,0.00065142,0.001521004,0.0006839053,0.0008596388,0.0005463556,0.0005170662,0.001938985],"category_scores_gemma":[0.002477532,0.0005799933,0.0007475505,0.002336577,0.0004898217,0.000563536,0.0006956311,0.0004417542,0.0004700352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009253598,"about_ca_system_score_gemma":0.0008359951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008440393,"about_ca_topic_score_gemma":0.00809159,"domain_scores_codex":[0.9986491,0.0002303681,0.0002827092,0.0003899561,0.0002770984,0.0001707953],"domain_scores_gemma":[0.9966633,0.0005398721,0.001837958,0.0002740961,0.0003156786,0.0003689991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008627763,0.00002755948,0.9986187,0.00003078003,0.00003916252,0.0004002467,0.00007042285,0.00001725141,0.0000787475,0.00001065556,0.00006053901,0.0005595629],"study_design_scores_gemma":[0.00001722009,0.0003865507,0.9952101,0.00003615317,0.00007607672,0.003209515,0.000480125,0.000151656,0.00008056089,0.00002077758,0.0003185798,0.00001280248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980171,0.000671238,0.0001317073,0.00001873023,0.000006887144,0.00005222165,0.0006534813,0.000003906641,0.0004447328],"genre_scores_gemma":[0.9990255,0.0002092307,0.00008124,0.00003128478,0.00001291358,0.00003739584,0.0005183631,0.000002635962,0.0000814741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008440393,"threshold_uncertainty_score":0.01678258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01457586745803986,"score_gpt":0.2845419419458897,"score_spread":0.2699660744878498,"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."}}