{"id":"W4297896055","doi":"10.1016/j.soard.2022.09.011","title":"Comment on: Single-anastomosis duodenoileal bypass with sleeve in the United States: a first comparative safety analysis of the Metabolic and Bariatric Surgery Accreditation and Quality Improvement Program database","year":2022,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Institute of Mining, Metallurgy and Petroleum; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Accreditation; Surgery; Anastomosis; General surgery; Medical education","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":[0.003533522,0.0005680082,0.001133981,0.0009719896,0.002307964,0.002175237,0.001470545,0.02630008,0.005224843],"category_scores_gemma":[0.02108805,0.0006046837,0.001204741,0.001401223,0.001377449,0.001837579,0.0008343578,0.01510046,0.003824636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003597804,"about_ca_system_score_gemma":0.004809132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01552922,"about_ca_topic_score_gemma":0.0221866,"domain_scores_codex":[0.9966272,0.0008312076,0.0006745433,0.0005420363,0.0008167709,0.0005081612],"domain_scores_gemma":[0.9874615,0.007498392,0.001475169,0.0003516377,0.001883343,0.00132995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003133509,0.0001101293,0.008478821,0.00008356082,0.00006454421,0.001515254,0.000184407,0.0001012176,0.0002145439,0.001069883,0.9801438,0.007720563],"study_design_scores_gemma":[0.001281373,0.0007844696,0.0380559,0.001310853,0.0005318432,0.004479398,0.003326926,0.00264349,0.001421538,0.007180634,0.9386277,0.0003559417],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004229919,0.0004743025,0.0001387958,0.9769682,0.01420487,0.00003478918,0.0007503218,0.00005932192,0.003139565],"genre_scores_gemma":[0.008720288,0.0003547655,0.0002066913,0.9765065,0.01120433,0.00004770713,0.0001435214,0.00002077786,0.002795521],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02630008,"threshold_uncertainty_score":0.03087765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04231154643481246,"score_gpt":0.2850923569595769,"score_spread":0.2427808105247644,"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."}}