{"id":"W4401958127","doi":"10.4103/ssj.ssj_22_22","title":"Esophagogastric cancer after sleeve gastrectomy and roux-en-Y gastric bypass, its prevalence and risk factors: A meta-analysis","year":2024,"lang":"en","type":"article","venue":"Saudi Surgical Journal","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Roux-en-Y anastomosis; Odds ratio; Confidence interval; Gastrectomy; Internal medicine; Cancer; Body mass index; Meta-analysis; Sleeve gastrectomy; Incidence (geometry); Relative risk; Surgery; Gastroenterology; Gastric bypass; Obesity; Weight loss","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001092299,0.000392939,0.001298873,0.0007464687,0.0001616694,0.0002417647,0.00009547739,0.0001723785,0.004964199],"category_scores_gemma":[0.0002194327,0.000236213,0.001212577,0.001554599,0.00008690442,0.0003368146,0.00009385856,0.001081229,0.00001806115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009955642,"about_ca_system_score_gemma":0.0001642901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005598587,"about_ca_topic_score_gemma":0.00001158431,"domain_scores_codex":[0.9972256,0.0004600713,0.0006208715,0.0005490886,0.0006122719,0.0005320761],"domain_scores_gemma":[0.9975277,0.001318378,0.0001820162,0.0001972506,0.0001217415,0.000652879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002856272,0.00007430244,0.9353297,0.0002203516,0.05603213,0.002951438,0.000298954,0.00003242513,0.000008518517,0.00001697204,0.0003633275,0.004386249],"study_design_scores_gemma":[0.0009911336,0.0001624015,0.7598382,0.00007556818,0.2296025,0.003692358,0.00007054896,0.000599538,0.00004127983,0.00007716024,0.004551083,0.0002982526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7972906,0.2004721,0.000202556,0.001295445,0.0002915132,0.0001700993,0.0001350703,0.00005770447,0.00008484993],"genre_scores_gemma":[0.9597301,0.03757094,0.0002528304,0.00007775299,0.0005494829,0.00002963869,0.000004658053,0.00002819886,0.001756386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1754916,"threshold_uncertainty_score":0.9959454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0294342730501838,"score_gpt":0.3034922569320524,"score_spread":0.2740579838818686,"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."}}