{"id":"W3087459072","doi":"10.1007/s11695-020-04968-5","title":"Long Alimentary Limb Duodenal Switch (LADS): an Exploratory Randomized Trial, Results at 2 Years","year":2020,"lang":"en","type":"article","venue":"Obesity Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Medicine; Weight loss; Duodenal switch; Quality of life (healthcare); Biliopancreatic Diversion; Randomized controlled trial; Surgery; Obesity; Internal medicine; Gastric bypass","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00290715,0.0003216674,0.001696892,0.0001974556,0.000158636,0.00004359636,0.0001364094,0.0002187531,0.0006605239],"category_scores_gemma":[0.001202645,0.0002853808,0.0008620684,0.0004406779,0.0001273646,0.0003356771,0.000142642,0.0003413173,0.000426415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001126405,"about_ca_system_score_gemma":0.0002965526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008148626,"about_ca_topic_score_gemma":0.00002527448,"domain_scores_codex":[0.9964467,0.000775594,0.001015672,0.0006438236,0.0006252226,0.0004930295],"domain_scores_gemma":[0.995393,0.00297976,0.0003043215,0.000548379,0.00008248101,0.0006920447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8804533,0.0005051648,0.06209367,0.00007744951,0.00044064,0.001380893,0.0009539,0.000003065777,0.0002536845,0.00001214165,0.05277977,0.001046347],"study_design_scores_gemma":[0.9156972,0.0004669957,0.06403387,0.0001384841,0.001356286,0.00009735086,0.0004185686,0.000182439,0.004565705,0.00004918604,0.01209038,0.0009035263],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916376,0.0007338382,0.00003218677,0.004484908,0.00139154,0.0009056769,0.00002944762,0.000278142,0.0005066621],"genre_scores_gemma":[0.9903681,0.0003732863,0.0001149342,0.006224827,0.001551554,0.00004983626,0.000378093,0.00005338565,0.0008860398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04068939,"threshold_uncertainty_score":0.9999598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04462029655284386,"score_gpt":0.2668233100179808,"score_spread":0.2222030134651369,"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."}}