{"id":"W2584447498","doi":"10.1007/s11695-017-2560-6","title":"Nutrient Status 9 Years After Biliopancreatic Diversion with Duodenal Switch (BPD/DS): an Observational Study","year":2017,"lang":"en","type":"article","venue":"Obesity Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"National Center for Advancing Translational Sciences","keywords":"Medicine; Biliopancreatic Diversion; Duodenal switch; Hematocrit; Micronutrient; Internal medicine; Observational study; Gastroenterology; Surgery; Animal science; Obesity; Weight loss; 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":[],"consensus_categories":[],"category_scores_codex":[0.0007214861,0.0002121515,0.0005668552,0.0001879781,0.0003836564,0.0001082454,0.0001292262,0.00008965631,0.0004437478],"category_scores_gemma":[0.0003016691,0.0001669068,0.0001551265,0.0001628482,0.00009281356,0.0005062805,0.0001132261,0.0001640344,0.00008397643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001001474,"about_ca_system_score_gemma":0.000320164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006982202,"about_ca_topic_score_gemma":0.0001055888,"domain_scores_codex":[0.99808,0.0001075144,0.0003067931,0.0004280749,0.0006581333,0.0004194753],"domain_scores_gemma":[0.9980125,0.0004092117,0.0002042983,0.0008959733,0.0001537578,0.0003242088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001275169,0.001295819,0.9940408,0.00003985553,0.0001174482,0.0009230446,0.0003884949,0.000001809681,0.00002568023,0.00001799578,0.0008463027,0.001027509],"study_design_scores_gemma":[0.001062469,0.0002089427,0.9967292,0.00008334272,0.0002361107,0.00002861726,0.0003664235,0.00002574354,0.00007639717,0.00003654952,0.0009298283,0.0002163683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984214,0.0000808951,0.00002316724,0.0002883446,0.000460826,0.0004403647,0.00001641066,0.00006975127,0.000198871],"genre_scores_gemma":[0.9982145,0.00003732463,0.0001956177,0.0002758392,0.0002554047,0.00003081558,0.00005350341,0.00002418193,0.0009127551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002688336,"threshold_uncertainty_score":0.6806263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08201156538500234,"score_gpt":0.304009780108033,"score_spread":0.2219982147230307,"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."}}