{"id":"W4402668748","doi":"10.1016/j.xjon.2024.09.010","title":"Surgical management of atrioesophageal fistula after catheter ablation of atrial fibrillation: A French nationwide study","year":2024,"lang":"en","type":"article","venue":"JTCVS Open","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Medicine; Atrial fibrillation; Esophagectomy; Surgery; Fistula; Hazard ratio; Esophageal cancer; Esophagus; Catheter ablation; Univariate analysis; Sepsis; Internal medicine; Multivariate analysis; Cancer; Confidence interval","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001125115,0.0003187386,0.0003097263,0.001127592,0.0005042932,0.0006906458,0.0003244804,0.0005482276,0.001713441],"category_scores_gemma":[0.002515739,0.0002395879,0.0005942238,0.001216621,0.000324332,0.0005460657,0.0004179097,0.0003768406,0.0002301944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008845819,"about_ca_system_score_gemma":0.0009872692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03380051,"about_ca_topic_score_gemma":0.03724537,"domain_scores_codex":[0.9991795,0.0002807945,0.00007197951,0.0001783426,0.0001047767,0.0001845827],"domain_scores_gemma":[0.9964876,0.0005752986,0.001894649,0.0002036935,0.0004450607,0.0003936684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004405034,0.00002150553,0.9978886,0.000009206055,0.00004558586,0.0001046858,0.00007139025,0.00002250305,0.00005808083,0.00001597514,0.0001896247,0.0015288],"study_design_scores_gemma":[0.000009610294,0.00006735566,0.9987653,0.00001453374,0.00002528594,0.0004036404,0.000209592,0.00009594273,0.00001611839,0.00001006681,0.0003785896,0.000004060985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980443,0.000647261,0.0001073622,0.0001511409,0.000005563548,0.000009302566,0.0005439829,0.00000362788,0.0004873987],"genre_scores_gemma":[0.9983346,0.0004897144,0.00008721607,0.0001018823,0.00003160016,0.00001284886,0.0008188117,0.00000185469,0.000121399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03380051,"threshold_uncertainty_score":0.06720752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04843399744552272,"score_gpt":0.3692064100167854,"score_spread":0.3207724125712627,"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."}}