{"id":"W3135304926","doi":"10.1093/jcag/gwab002.137","title":"A139 IMPROVED QUALITY OF LIFE AFTER ENDOSCOPIC THERAPY FOR BARRETT’S ESOPHAGUS AND EARLY ESOPHAGEAL CANCER IN SOUTHERN ALBERTA","year":2021,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Barrett's esophagus; Quality of life (healthcare); Internal medicine; Dysplasia; Intestinal metaplasia; GERD; Esophageal cancer; Esophagus; Esophageal adenocarcinoma; Cancer; Adenocarcinoma; Gastroenterology; Disease; Reflux","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":[0.0004500742,0.0001682815,0.000215403,0.0007257755,0.0008822305,0.0006783621,0.0005529064,0.0002320669,0.00100232],"category_scores_gemma":[0.0008881925,0.0001414204,0.0002600448,0.001656986,0.0004292217,0.0001786319,0.000564496,0.0003713642,0.00009221293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007139564,"about_ca_system_score_gemma":0.00642626,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8849003,"about_ca_topic_score_gemma":0.9285623,"domain_scores_codex":[0.9996206,0.00006287216,0.00001750651,0.00005277877,0.0001233527,0.0001229093],"domain_scores_gemma":[0.9992511,0.00005848713,0.0002129596,0.00001792826,0.0002078776,0.0002516128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001155685,0.00004432799,0.9955499,0.00001875126,0.00001980267,0.0002047235,0.0003024679,0.00006812122,0.0002719628,0.00002030169,0.0003053173,0.003078744],"study_design_scores_gemma":[0.000006983346,0.00003294403,0.9988993,0.00000778542,0.000009268006,0.0000796641,0.00059166,0.00007669848,0.00002228339,0.000007073099,0.0002640109,0.000002215658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978726,0.0004625764,0.00003379233,0.000193376,0.000006692869,0.00001437515,0.0003631247,0.00000281111,0.00105056],"genre_scores_gemma":[0.9987388,0.0002689885,0.00004814198,0.00008470246,0.000006749363,0.000005821722,0.0003606887,0.000001200647,0.0004847833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8849003,"threshold_uncertainty_score":0.231555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01500285419046643,"score_gpt":0.2919654950290553,"score_spread":0.2769626408385889,"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."}}