{"id":"W4321435356","doi":"10.1007/s11695-023-06517-2","title":"Reply to Letter to the Editor: Beyond the BMI: a Critical Analysis of the Edmonton Obesity Staging System and the New Guidelines for Indications for Metabolic and Bariatric Surgery","year":2023,"lang":"en","type":"letter","venue":"Obesity Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; General surgery; Obesity; Obesity Surgery; Surgery; Gerontology; Weight loss; Gastric bypass; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005329374,0.0008869633,0.002042777,0.0012422,0.002694497,0.003485478,0.001979966,0.03276686,0.005285291],"category_scores_gemma":[0.04875935,0.0008648699,0.00127523,0.001089172,0.002212322,0.003092235,0.00144199,0.03014932,0.004977768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004561645,"about_ca_system_score_gemma":0.006500835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006351819,"about_ca_topic_score_gemma":0.008957241,"domain_scores_codex":[0.9954935,0.001648638,0.0007600139,0.0004912133,0.001154231,0.0004524223],"domain_scores_gemma":[0.9792169,0.01161414,0.001750047,0.0003957463,0.004900634,0.002122541],"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":[0.00005246904,0.00001206858,0.0006510747,0.00005250043,0.00001616537,0.000779666,0.00007960009,0.00003384621,0.0000419251,0.0005284782,0.9952149,0.002537257],"study_design_scores_gemma":[0.0003175879,0.00009556283,0.003700034,0.001354596,0.0001473721,0.003875834,0.001006457,0.0006867183,0.0003338108,0.005756522,0.9825326,0.0001927959],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002284035,0.0008300775,0.0000468471,0.9636165,0.03451362,0.000008368544,0.00007145415,0.0000146877,0.0006699676],"genre_scores_gemma":[0.002044425,0.0008365907,0.00009954563,0.934225,0.06122102,0.00002627298,0.00003092724,0.00002156623,0.001494557],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03276686,"threshold_uncertainty_score":0.03309721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04096908302848963,"score_gpt":0.3043792809311062,"score_spread":0.2634101979026165,"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."}}