{"id":"W2040376527","doi":"10.1007/s11695-015-1599-5","title":"Long-Term Metabolic Outcomes 5 to 20 Years After Biliopancreatic Diversion","year":2015,"lang":"en","type":"article","venue":"Obesity Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":150,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; Université Laval","funders":"Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; Université Laval","keywords":"Medicine; Biliopancreatic Diversion; Duodenal switch; Weight loss; Dyslipidemia; Diabetes mellitus; Population; Surgery; Mortality rate; Pediatrics; Obesity; Gastric bypass; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007966047,0.000430834,0.0005859793,0.001266358,0.0008058993,0.001181201,0.0005002758,0.001163169,0.001996509],"category_scores_gemma":[0.002551638,0.0001556092,0.001990348,0.001153886,0.0004229006,0.001608126,0.001376352,0.001192963,0.0002925595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009126738,"about_ca_system_score_gemma":0.0008102279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01186146,"about_ca_topic_score_gemma":0.01638921,"domain_scores_codex":[0.9995104,0.00004812737,0.00004581899,0.00006673277,0.00005336347,0.000275495],"domain_scores_gemma":[0.9979746,0.0001726613,0.000862353,0.00005737173,0.000230508,0.0007024618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00198336,0.0002796837,0.9934263,0.00003643009,0.0002806603,0.0004840243,0.0001360865,0.000146072,0.0001126351,0.00005147274,0.0002333444,0.002829963],"study_design_scores_gemma":[0.00002461735,0.0005258557,0.9982844,0.00002398399,0.0001549318,0.0002214226,0.0003277912,0.00007868285,0.00003680266,0.0000604757,0.0002456722,0.00001546691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971132,0.0006709931,0.00003809404,0.0001370849,0.00004315192,0.000008719792,0.001028533,0.000003924071,0.0009562349],"genre_scores_gemma":[0.9956616,0.0004208763,0.00002688669,0.00007643719,0.00005818096,0.00001109361,0.003150425,0.000001619294,0.0005929785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01186146,"threshold_uncertainty_score":0.02358484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03106292334474961,"score_gpt":0.2675609542007699,"score_spread":0.2364980308560203,"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."}}