{"id":"W4401641472","doi":"10.2196/56405","title":"Incidence of Postoperative Diabetes Mellitus After Roux-en-Y Reconstruction for Gastric Cancer: Retrospective Single-Center Cohort Study","year":2024,"lang":"en","type":"article","venue":"JMIRx Med","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Retrospective cohort study; Gastrectomy; Glycemic; Hazard ratio; Diabetes mellitus; Cancer; Propensity score matching; Internal medicine; Incidence (geometry); Surgery; Gastroenterology; Cohort; Confidence interval; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001236877,0.0003500197,0.0005955381,0.0008635428,0.0004201757,0.0006342941,0.0004583125,0.0004981929,0.0009756255],"category_scores_gemma":[0.002121585,0.0005014966,0.00116446,0.001331957,0.0002941829,0.0005712471,0.000457193,0.0005593273,0.0001557511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003472983,"about_ca_system_score_gemma":0.0004448805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003675288,"about_ca_topic_score_gemma":0.004092475,"domain_scores_codex":[0.9990646,0.0001928684,0.0001378485,0.0003161858,0.000162714,0.0001258032],"domain_scores_gemma":[0.9979602,0.0002833958,0.0009459824,0.000345879,0.0002043816,0.0002601444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001467395,0.00002057013,0.9992368,0.000005640049,0.000104665,0.00005373437,0.00001846376,0.00002286714,0.00007387355,0.000005631353,0.00003312784,0.0002778221],"study_design_scores_gemma":[0.00002255513,0.0001736956,0.9988217,0.000005665615,0.0001115187,0.0003900315,0.00009823202,0.0002224104,0.00004180737,0.00001124479,0.00009479795,0.000006358405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993322,0.0001993903,0.00008014803,0.00001150664,0.000005395402,0.00001217114,0.0002485935,0.000002305765,0.0001082191],"genre_scores_gemma":[0.9994071,0.0001066291,0.00005937677,0.00001592724,0.000007819819,0.00001066148,0.0003511647,0.000001617697,0.00003964125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003675288,"threshold_uncertainty_score":0.007307768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01249782539814333,"score_gpt":0.2806190834163306,"score_spread":0.2681212580181873,"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."}}