{"id":"W3165685179","doi":"10.7326/acpj202106150-070","title":"In obesity with T2DM, biliopancreatic diversion increased T2DM remission vs. medical and lifestyle therapy at 10 y","year":2021,"lang":"en","type":"letter","venue":"Annals of Internal Medicine","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Biliopancreatic Diversion; Obesity; Medical therapy; Internal medicine; Obesity Surgery; Type 2 Diabetes Mellitus; Weight loss; Surgery; Gastric bypass; Diabetes mellitus; Endocrinology","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":[0.00482067,0.0004667346,0.002580921,0.0004879831,0.0006831451,0.001224963,0.0006417258,0.007617359,0.01282641],"category_scores_gemma":[0.02673398,0.0004066099,0.001663771,0.00111174,0.0006301008,0.0008887838,0.0003927254,0.004457674,0.002188821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00124747,"about_ca_system_score_gemma":0.00139367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003984741,"about_ca_topic_score_gemma":0.006098761,"domain_scores_codex":[0.9973367,0.001518292,0.0003647055,0.0002964039,0.0002674111,0.0002164954],"domain_scores_gemma":[0.9875005,0.009951998,0.001318643,0.0001950403,0.0005128944,0.0005207442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.2872438,0.001151116,0.02671766,0.0110611,0.004000578,0.002710164,0.0004029854,0.0005158869,0.001889213,0.002084099,0.4394383,0.222785],"study_design_scores_gemma":[0.5260652,0.02478039,0.1249795,0.0166883,0.01685575,0.005274694,0.0007787037,0.002948604,0.002887105,0.01096755,0.2674467,0.0003275229],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1108566,0.1544068,0.0007658513,0.6130345,0.07979088,0.0006232565,0.007314007,0.0001653704,0.03304262],"genre_scores_gemma":[0.4145777,0.04806391,0.001573587,0.4350021,0.07928896,0.00141732,0.001613851,0.00008223677,0.01838035],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01282641,"threshold_uncertainty_score":0.04290861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03247132072550355,"score_gpt":0.3038037654422037,"score_spread":0.2713324447167001,"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."}}