{"id":"W2417165658","doi":"10.1155/2016/6170719","title":"A Systematic Review and Meta-Analysis of Outcomes for Type 1 Diabetes after Bariatric Surgery","year":2016,"lang":"en","type":"review","venue":"Journal of Obesity","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Alexandra Hospital; University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Glycemic; Type 2 diabetes; Diabetes mellitus; Clinical endpoint; Surgery; Weight loss; Obesity; Internal medicine; Randomized controlled trial; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.004656543,0.0004249575,0.02416922,0.001216162,0.00002883383,0.00001486015,0.0001577496,0.0002367753,0.0004002401],"category_scores_gemma":[0.004254519,0.000188356,0.01256535,0.00110564,0.00003563606,0.0001063948,0.00004839529,0.0002394751,0.000006070072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006836024,"about_ca_system_score_gemma":0.0003732668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000118868,"about_ca_topic_score_gemma":5.742546e-7,"domain_scores_codex":[0.9954724,0.0005380859,0.003108745,0.000220183,0.000426883,0.0002337055],"domain_scores_gemma":[0.9876993,0.007059273,0.003915673,0.0005052816,0.0006328144,0.0001876981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000009650998,0.00006813033,0.003593979,0.7092274,0.2855905,0.00001757346,0.000003776919,6.548341e-9,1.13032e-8,0.00000490542,0.0006483722,0.0008356581],"study_design_scores_gemma":[0.00009432653,0.00004811851,0.001404285,0.04789714,0.9395185,0.00005225657,0.000001063117,1.198949e-7,1.434371e-7,0.00001056298,0.01080976,0.0001637343],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008853901,0.9980866,0.00002431127,0.0002705599,0.0002249741,0.001192853,0.0001001242,0.000005494284,0.000006551203],"genre_scores_gemma":[0.000129861,0.998616,0.0001913027,0.0003684956,0.00007730157,0.00005191183,0.000008099378,0.0000285004,0.000528561],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6613303,"threshold_uncertainty_score":0.9973236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1013868164509833,"score_gpt":0.3597916020997047,"score_spread":0.2584047856487214,"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."}}