{"id":"W2128463221","doi":"10.1007/s11695-008-9435-9","title":"Duodenal Switch: Long-Term Results","year":2007,"lang":"en","type":"article","venue":"Obesity Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":238,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Weight loss; Hazard ratio; Malnutrition; Diabetes mellitus; Pediatrics; Body mass index; Surgery; Population; Duodenal switch; Anemia; Obesity; Internal medicine; Gastric bypass; Confidence interval; Endocrinology","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":[0.002332481,0.000659165,0.001712602,0.001152955,0.000807716,0.001549541,0.0006558063,0.001640574,0.006642079],"category_scores_gemma":[0.00365168,0.0001544647,0.003367568,0.001394497,0.0006335872,0.001606833,0.0007874708,0.001738127,0.0009488405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009348174,"about_ca_system_score_gemma":0.0005431406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002042763,"about_ca_topic_score_gemma":0.002381879,"domain_scores_codex":[0.9989484,0.0002787144,0.0001256414,0.0001478156,0.0001830516,0.0003164669],"domain_scores_gemma":[0.9959603,0.001467609,0.0008475407,0.0003076275,0.0004744948,0.000942387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1832373,0.01247499,0.5074719,0.001337791,0.005619743,0.002192836,0.0007366983,0.00193018,0.003617407,0.0005864269,0.004740781,0.276054],"study_design_scores_gemma":[0.00770082,0.0545756,0.9129732,0.0004629439,0.008735777,0.002443813,0.001428862,0.001325054,0.003716026,0.001230458,0.005213645,0.0001937638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747838,0.01723413,0.0004038204,0.0009002464,0.000300682,0.00004126249,0.002314269,0.00003803056,0.003983701],"genre_scores_gemma":[0.9913662,0.00289283,0.0002272842,0.000455421,0.0003414368,0.00003245204,0.002977978,0.00001362287,0.00169265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006642079,"threshold_uncertainty_score":0.02221996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03351546276203815,"score_gpt":0.2818509129479937,"score_spread":0.2483354501859556,"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."}}