{"id":"W2132174748","doi":"10.1016/j.soard.2011.04.181","title":"PL-102 Peri-operative complications in a consecutive series of one thousand duodenal switch procedures","year":2011,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Duodenal switch; Biliopancreatic Diversion; Surgery; Complication; Laparoscopy; General surgery; Gastric bypass; Weight loss; Obesity; Internal medicine","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":[0.0005177642,0.0002927844,0.0003795065,0.001625979,0.0008399988,0.001136952,0.0004027718,0.0006465397,0.002728817],"category_scores_gemma":[0.00330981,0.0004396432,0.000602969,0.00154308,0.0004957166,0.000805834,0.0008710867,0.0007897753,0.0004891584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005931239,"about_ca_system_score_gemma":0.0005293821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002627707,"about_ca_topic_score_gemma":0.003383691,"domain_scores_codex":[0.9991273,0.0001287702,0.000179405,0.000172993,0.0001882908,0.0002032569],"domain_scores_gemma":[0.9973767,0.0006856729,0.001103468,0.0002249677,0.0001668634,0.0004424116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001323087,0.00005631062,0.9977296,0.00001125046,0.00002057282,0.0007241205,0.000101235,0.00001594679,0.00009753701,0.00001406744,0.00006772397,0.001029505],"study_design_scores_gemma":[0.00001328067,0.0002419918,0.9950552,0.00001023441,0.00002554175,0.003459263,0.0008290725,0.00007509063,0.00007731823,0.00001775076,0.0001884925,0.000006833296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991013,0.0002009859,0.00005040915,0.00002433014,0.000007740695,0.000009132144,0.0001923521,0.000003297909,0.000410497],"genre_scores_gemma":[0.9991589,0.0001482748,0.0000463351,0.00003838297,0.00001625649,0.00001277981,0.0003944838,0.000003325057,0.0001814264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002728817,"threshold_uncertainty_score":0.009128809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0307885564448199,"score_gpt":0.2615218895395178,"score_spread":0.2307333330946979,"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."}}