{"id":"W3213013056","doi":"10.1016/j.soard.2021.11.009","title":"Comparison of Short-term Safety of One Anastomosis Gastric Bypass to Roux-en-Y Gastric Bypass and Sleeve Gastrectomy in the United States: 341 cases from MBSAQIP-accredited Centers","year":2021,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Sleeve gastrectomy; Cohort; Surgery; Anastomosis; Complication; Gastric bypass; Accreditation; Gastrectomy; Cohort study; Retrospective cohort study; General surgery; Internal medicine; Obesity; Weight loss; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001320637,0.0003573833,0.0005071478,0.001552259,0.0004927438,0.0009017977,0.0007561517,0.001040244,0.00175187],"category_scores_gemma":[0.004186456,0.0003377268,0.001128559,0.001624331,0.000650345,0.0008430447,0.0009255485,0.0006251783,0.0002360687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001094099,"about_ca_system_score_gemma":0.0006693971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00639018,"about_ca_topic_score_gemma":0.01068617,"domain_scores_codex":[0.9986963,0.0003074403,0.000263393,0.0002418732,0.0002651238,0.0002259442],"domain_scores_gemma":[0.9955674,0.001335113,0.001734528,0.0002049437,0.0005236059,0.0006344151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006983592,0.00007423678,0.9967852,0.00002326538,0.0001493328,0.0001425764,0.00008114414,0.00009836259,0.0001368846,0.0000193702,0.00009154448,0.001699787],"study_design_scores_gemma":[0.00004891709,0.0005754463,0.9976442,0.00001415821,0.0001090044,0.000392104,0.0007912901,0.0001798513,0.0001004604,0.00002066054,0.0001124982,0.00001138569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990143,0.0004051954,0.00003529699,0.00003896735,0.00001056702,0.000006243016,0.0002008462,0.000001740763,0.0002868288],"genre_scores_gemma":[0.9993222,0.0001504754,0.00002554988,0.00003018475,0.00001611134,0.000004852556,0.0003913702,0.000002013704,0.00005730108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00639018,"threshold_uncertainty_score":0.01270598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02717717281117219,"score_gpt":0.2830065036352512,"score_spread":0.255829330824079,"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."}}