{"id":"W3214681887","doi":"10.1007/s00464-021-08864-6","title":"Predictors of recurrence of dysplasia or cancer in patients with dysplastic Barrett’s esophagus following complete eradication of dysplasia: a single-center retrospective cohort study","year":2021,"lang":"en","type":"article","venue":"Surgical Endoscopy","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Barrett's esophagus; Dysplasia; Intestinal metaplasia; Internal medicine; Gastroenterology; Esophagus; Retrospective cohort study; Radiofrequency ablation; Hazard ratio; Hepatology; Cancer; Endoscopic mucosal resection; Esophageal cancer; Cohort; Adenocarcinoma; Surgery; Endoscopy; Ablation; Confidence interval","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":[0.0006408365,0.0003461317,0.0007304483,0.0008056792,0.0006165733,0.0008652449,0.0006150986,0.0008009493,0.001263969],"category_scores_gemma":[0.002013385,0.0006527879,0.001321647,0.001157691,0.0003741639,0.0009261642,0.0005591233,0.0008620761,0.0002104061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003357548,"about_ca_system_score_gemma":0.0004006006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005345304,"about_ca_topic_score_gemma":0.005293731,"domain_scores_codex":[0.9993801,0.0001134097,0.00008132483,0.000196754,0.00008216278,0.0001460744],"domain_scores_gemma":[0.9986693,0.0002064821,0.0005262225,0.0002127207,0.0001459819,0.0002393956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001865729,0.00002776389,0.9990643,0.000004697894,0.00007794236,0.0001034464,0.00003643656,0.00001748098,0.0001577213,0.000006007564,0.00003407671,0.0002835917],"study_design_scores_gemma":[0.00001024746,0.0001399011,0.9987943,0.000003436865,0.00007051272,0.0004757461,0.0002377375,0.0001201622,0.00004671928,0.000009263072,0.00008599516,0.000005897813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994408,0.0002081919,0.00004340617,0.00001708179,0.000006332649,0.000004585954,0.0001698084,0.000001729639,0.0001078967],"genre_scores_gemma":[0.9995106,0.00008061765,0.00003983148,0.00001304218,0.000009518981,0.000004614726,0.0002704532,0.000001751058,0.00006952705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005345304,"threshold_uncertainty_score":0.0106284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01696381658756732,"score_gpt":0.2960732982805009,"score_spread":0.2791094816929336,"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."}}