{"id":"W3203351960","doi":"10.1007/s11695-021-05688-0","title":"Gastroesophageal Reflux Disease, Esophagitis, and Barrett’s Esophagus 3 to 4 Years Post Sleeve Gastrectomy","year":2021,"lang":"en","type":"article","venue":"Obesity Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Medicine Hat Regional Hospital; University of Calgary","funders":"","keywords":"Medicine; Esophagitis; Gastroenterology; Reflux esophagitis; Asymptomatic; Reflux; Internal medicine; GERD; Esophagus; Sleeve gastrectomy; Endoscopy; Barrett's esophagus; Weight loss; Disease; Obesity; Gastric bypass; Cancer; Adenocarcinoma","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004767395,0.0003102507,0.0007707368,0.0002824113,0.0001418727,0.00008037657,0.0000806432,0.0001232214,0.0009664917],"category_scores_gemma":[0.001169926,0.0003230088,0.000350889,0.0006081825,0.00007689383,0.0001812333,0.0001683312,0.0002942759,0.0002607478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008791254,"about_ca_system_score_gemma":0.0005413332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005261963,"about_ca_topic_score_gemma":0.00001508253,"domain_scores_codex":[0.9975937,0.0001648625,0.0004424218,0.0006804755,0.0004657895,0.0006527565],"domain_scores_gemma":[0.9972271,0.0007395542,0.0000833438,0.0005810533,0.0002234509,0.001145465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002601828,0.0002077575,0.968301,0.0001032388,0.00009179375,0.009109669,0.00008790994,0.000001383719,0.00008779225,0.00006826364,0.01487624,0.006804774],"study_design_scores_gemma":[0.0004759369,0.0000370432,0.9961775,0.0001160815,0.0001650267,0.0004008932,0.0000694476,0.000006088631,0.001081689,0.0000633426,0.001176476,0.0002304615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833329,0.01102525,0.0000390176,0.003829643,0.001066591,0.0002413949,0.0001066566,0.0001670831,0.0001914783],"genre_scores_gemma":[0.9911668,0.00013436,0.0007536589,0.004591389,0.0005728911,0.00001949135,0.0001997407,0.00004996537,0.002511741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02787652,"threshold_uncertainty_score":0.9999468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01242287967817714,"score_gpt":0.241391136157578,"score_spread":0.2289682564794009,"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."}}