{"id":"W4400028512","doi":"10.1093/jcag/gwae018","title":"Quality of life, clinical outcomes and cost utilization of endoscopic therapy in patients with Barrett’s esophagus and early esophageal cancer—an 8-year Canadian experience","year":2024,"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":"Canada Research Chairs; University of Toronto; University of New Brunswick; University of Calgary","funders":"","keywords":"Medicine; Dysplasia; Barrett's esophagus; Quality of life (healthcare); Intestinal metaplasia; Cohort; Esophageal cancer; Retrospective cohort study; Internal medicine; Esophagus; Referral; Tertiary referral hospital; Cancer; Surgery; 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":[0.0008485714,0.0002814254,0.0004900269,0.001103182,0.002169329,0.001216273,0.0007289863,0.0005127056,0.0009240888],"category_scores_gemma":[0.002306299,0.0002257284,0.0007213411,0.003302722,0.0005205272,0.00046374,0.0007656362,0.0009038454,0.000131049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02759927,"about_ca_system_score_gemma":0.0161827,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9574383,"about_ca_topic_score_gemma":0.9643129,"domain_scores_codex":[0.999166,0.00007394078,0.00005219529,0.00006596126,0.0003949031,0.0002470581],"domain_scores_gemma":[0.9976162,0.0001247721,0.0006186012,0.00003322795,0.001017895,0.000589307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001859808,0.0001109509,0.9843516,0.0000688787,0.00009559688,0.0002432409,0.001018573,0.0001418403,0.0001225837,0.00006031802,0.001467706,0.01213275],"study_design_scores_gemma":[0.00001616228,0.00008523103,0.9966705,0.0000526777,0.00005489908,0.0002827247,0.001114015,0.0002342728,0.0000346154,0.00001277307,0.001423408,0.00001876467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914901,0.003347777,0.0000521281,0.0008743011,0.00002038358,0.00004043662,0.001509515,0.000005002581,0.002660439],"genre_scores_gemma":[0.9952469,0.00275805,0.0001716626,0.000204751,0.00002294258,0.00001616378,0.001138108,0.000003680537,0.0004376399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04256171,"threshold_uncertainty_score":0.2002477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03959509234590051,"score_gpt":0.3586665803964784,"score_spread":0.3190714880505779,"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."}}