{"id":"W3119865836","doi":"10.1007/978-3-030-57373-7_55","title":"Revisional Surgery: Second-Stage Duodenal Switch","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Institut Universitaire de Cardiologie et de Pneumologie de Québec","funders":"","keywords":"Duodenal switch; Biliopancreatic Diversion; Medicine; Stage (stratigraphy); Weight loss; Gastroenterology; Internal medicine; Surgery; Gastric bypass; Obesity","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":[0.0004094037,0.0005910424,0.0004577028,0.0005812238,0.0004783494,0.001488677,0.0004810562,0.001495717,0.02663751],"category_scores_gemma":[0.001012099,0.0001581651,0.0006913214,0.000399242,0.0004961865,0.001394629,0.0006983252,0.002775535,0.006133158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006747649,"about_ca_system_score_gemma":0.0005946105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006522155,"about_ca_topic_score_gemma":0.002421441,"domain_scores_codex":[0.999842,0.00002887998,0.00001103829,0.00003312408,0.00005598104,0.00002881275],"domain_scores_gemma":[0.9997459,0.0001495796,0.00002021853,0.00001584031,0.00002285129,0.00004553589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.00008486582,0.0001046428,0.0009615324,0.0004161234,0.00002967963,0.003875127,0.000222814,0.001062182,0.001376978,0.06442721,0.3792765,0.5481624],"study_design_scores_gemma":[0.00002089205,0.0001450983,0.002743566,0.0005639553,0.00001963261,0.04616709,0.0001963325,0.0009149636,0.0007106418,0.03606788,0.9124089,0.00004109631],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01040559,0.1283603,0.03237829,0.03655062,0.02717316,0.00007694463,0.0005028212,0.0009691744,0.7635831],"genre_scores_gemma":[0.08240717,0.09587087,0.02585074,0.02649786,0.02040384,0.0000949333,0.00068079,0.0005730178,0.7476208],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02663751,"threshold_uncertainty_score":0.08911127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04060044448600554,"score_gpt":0.2671716838637026,"score_spread":0.2265712393776971,"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."}}