{"id":"W2792681492","doi":"10.1093/jcag/gwy008.253","title":"A252 IMPROVED QUALITY OF LIFE AFTER ENDOSCOPIC THERAPY FOR BARRETT’S ESOPHAGUS: A CANADIAN EXPERIENCE (2010–2016).","year":2018,"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; Alberta Health Services","funders":"","keywords":"Medicine; Intestinal metaplasia; Dysplasia; Barrett's esophagus; Radiofrequency ablation; Esophagus; Endoscopic mucosal resection; Endoscopy; Quality of life (healthcare); Surgery; Ablation Therapy; Internal medicine; Gastroenterology; Cancer; Ablation; Adenocarcinoma","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":[0.001103988,0.000310652,0.0003300385,0.000592333,0.001559337,0.0008694184,0.0004766694,0.0002928131,0.00293238],"category_scores_gemma":[0.001786792,0.0001536131,0.0005606833,0.002148842,0.0003718681,0.0003177607,0.0006171113,0.0004765058,0.0004416331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01211628,"about_ca_system_score_gemma":0.01620708,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.894429,"about_ca_topic_score_gemma":0.9547269,"domain_scores_codex":[0.9992543,0.00007599025,0.00003114496,0.00005566303,0.0004353122,0.0001477204],"domain_scores_gemma":[0.9987414,0.0000534501,0.0001881652,0.00002726386,0.0006162688,0.0003734738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002172209,0.0005925603,0.5479637,0.001536201,0.0004228691,0.001079421,0.002749715,0.0001789672,0.002759046,0.0003473765,0.02225554,0.4179423],"study_design_scores_gemma":[0.0001322554,0.0006090494,0.9602243,0.0003086562,0.0002114607,0.001264091,0.001222692,0.0001471645,0.0004441649,0.00002487701,0.03537582,0.00003549527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.906702,0.06263861,0.0002890454,0.002742339,0.0001999026,0.0002544626,0.003991839,0.00003526964,0.02314645],"genre_scores_gemma":[0.9525049,0.03449305,0.0008968787,0.0007946519,0.00008887876,0.00004870187,0.004085523,0.00002358883,0.007063818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.894429,"threshold_uncertainty_score":0.2123855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0234162674483029,"score_gpt":0.3101039059393015,"score_spread":0.2866876384909986,"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."}}