{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001085278,0.0001855766,0.0004713327,0.0005535698,0.0003390177,0.0008832668,0.0004292298,0.0006842591,0.0008597981],"category_scores_gemma":[0.005370041,0.0001780362,0.0002682293,0.0008432962,0.0008356853,0.0009811486,0.0004291666,0.0003601194,0.0001344032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002707033,"about_ca_system_score_gemma":0.0003276452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009176653,"about_ca_topic_score_gemma":0.001482958,"domain_scores_codex":[0.999519,0.0001141331,0.00005742042,0.00009517104,0.0001216852,0.00009258074],"domain_scores_gemma":[0.997035,0.0008593244,0.001492905,0.0002016753,0.0001283411,0.0002827138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002889568,0.00003002617,0.9928537,0.00003215258,0.00002538051,0.0009633819,0.00005018167,0.00003605716,0.0001900159,0.00003525015,0.00004642675,0.005448481],"study_design_scores_gemma":[0.00002400553,0.0006710184,0.9842193,0.00007507257,0.00009131648,0.01287964,0.0007238542,0.0005162175,0.0002806513,0.0002401454,0.0002685502,0.00001028774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980654,0.001324051,0.0001339112,0.0001127322,0.00000983887,0.000007322205,0.0000397409,0.000001654469,0.0003052865],"genre_scores_gemma":[0.9992332,0.000548919,0.00005546511,0.00002161805,0.00003877421,0.000003001402,0.00007310621,7.711193e-7,0.00002509982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001085278,"threshold_uncertainty_score":0.00573957,"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."}}