{"id":"W4414050071","doi":"10.1093/dote/doaf061.058","title":"430. SURGICAL OUTCOMES AFTER ELECTIVE ESOPHAGECTOMY FOR BENIGN CONDITIONS: AN INTERNATIONAL MULTICENTER COHORT STUDY","year":2025,"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":"University of Toronto; McGill University Health Centre","funders":"","keywords":"Esophagectomy; Achalasia; Pneumonia; Mortality rate; Anastomosis; Aspiration pneumonia; Population; Cohort study","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":[0.0008093301,0.0002753387,0.0003103894,0.001031683,0.0005766587,0.0007038682,0.000417594,0.0003783473,0.001801353],"category_scores_gemma":[0.001554093,0.0002736546,0.000518938,0.001637711,0.0002590572,0.0006848344,0.0005446847,0.0004722704,0.0003005375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002937955,"about_ca_system_score_gemma":0.0004180326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004298984,"about_ca_topic_score_gemma":0.004372227,"domain_scores_codex":[0.9994573,0.0001181002,0.0000809067,0.0001433276,0.00009098546,0.0001093188],"domain_scores_gemma":[0.9987418,0.0001219715,0.0006750214,0.0001006419,0.00009687533,0.0002636226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003974741,0.00002160904,0.9995313,0.000003993021,0.0000179219,0.00005368401,0.00003121897,0.000007508489,0.00004289973,0.000007670305,0.00005210145,0.000190373],"study_design_scores_gemma":[0.00000697681,0.00007232371,0.9992569,0.000004949187,0.00001856644,0.0002363704,0.0002106982,0.00006518219,0.0000192186,0.00001035038,0.00009590293,0.000002534887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985312,0.0001105195,0.00004532365,0.00003297193,0.000004508222,0.00002183432,0.0007818008,0.000001776033,0.0004699221],"genre_scores_gemma":[0.9988502,0.00008353986,0.00005668958,0.00002883571,0.00001106757,0.00002979381,0.0008650833,0.000001778536,0.00007297588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004298984,"threshold_uncertainty_score":0.008547902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01037107269158349,"score_gpt":0.3691338184902047,"score_spread":0.3587627457986212,"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."}}