{"id":"W1977019208","doi":"10.1016/j.soard.2011.10.021","title":"Perioperative complications in a consecutive series of 1000 duodenal switches","year":2011,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Institut Universitaire de Cardiologie et de Pneumologie de Québec","funders":"","keywords":"Medicine; Surgery; Laparoscopy; Perioperative; Complication; Biliopancreatic Diversion; Pulmonary embolism; Body mass index; Duodenal switch; Clinical endpoint; Mortality rate; Internal medicine; Gastric bypass; Weight loss; Randomized controlled trial","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":[0.0004921671,0.0004689311,0.0005657179,0.001479349,0.00115181,0.00150434,0.0004291886,0.0008843118,0.001664935],"category_scores_gemma":[0.003060651,0.0005845485,0.0008001659,0.001378907,0.0004907521,0.0007581236,0.00080491,0.0009366879,0.0003317982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007789592,"about_ca_system_score_gemma":0.000709107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00232944,"about_ca_topic_score_gemma":0.004044647,"domain_scores_codex":[0.9992419,0.00009765189,0.0001742797,0.0001618948,0.0001629261,0.0001612654],"domain_scores_gemma":[0.9982845,0.0004245831,0.0006854179,0.0001637001,0.0001024493,0.0003392864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000125293,0.00007480472,0.9954118,0.00001254081,0.00005052671,0.002473099,0.0001128371,0.00003255179,0.0001442468,0.00002504631,0.0001199083,0.001417293],"study_design_scores_gemma":[0.00003098549,0.0004046429,0.982348,0.00003368985,0.0001070234,0.01459208,0.001428461,0.0002596446,0.0002307913,0.0000481465,0.0004976167,0.00001904699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987572,0.0004799095,0.00008291176,0.00003731837,0.00002040637,0.00001641904,0.000128849,0.000004143766,0.0004727698],"genre_scores_gemma":[0.9986818,0.0004571179,0.0001375107,0.000097289,0.00004662327,0.00002597712,0.0004013591,0.000005002159,0.0001472548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00232944,"threshold_uncertainty_score":0.005651772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02855978395295089,"score_gpt":0.2471251821789525,"score_spread":0.2185653982260016,"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."}}