{"id":"W2091831808","doi":"10.1007/s11695-015-1654-2","title":"Response to “Does Bariatric Surgery Influence Diabetic Retinopathy”","year":2015,"lang":"en","type":"letter","venue":"Obesity Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Obesity Surgery; Diabetic retinopathy; Diabetes mellitus; Surgery; Obesity; General surgery; Weight loss; Gastric bypass; Internal medicine; 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":[0.004219904,0.0008791868,0.001905669,0.0008235466,0.004735126,0.004131664,0.002109443,0.05946216,0.009872879],"category_scores_gemma":[0.04592595,0.001037142,0.001847748,0.0008231076,0.00251391,0.002867693,0.0022394,0.03771945,0.006179977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005394866,"about_ca_system_score_gemma":0.005729885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007971243,"about_ca_topic_score_gemma":0.01167286,"domain_scores_codex":[0.9961461,0.001168022,0.0006300569,0.0005286821,0.0008003642,0.0007266989],"domain_scores_gemma":[0.9847597,0.008933192,0.001823758,0.0003498982,0.002012182,0.002121106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001201804,0.00005957245,0.002677602,0.00006706559,0.00004634921,0.001560022,0.0001852023,0.00007006289,0.0000794962,0.0009879994,0.9875168,0.00662962],"study_design_scores_gemma":[0.0006037481,0.0004259876,0.0118799,0.001879134,0.0003375837,0.004244381,0.002569882,0.001368103,0.0005934199,0.009718061,0.9661242,0.0002555682],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000434662,0.0004886963,0.00003434308,0.9852498,0.01271514,0.000008340667,0.00008799856,0.00001410142,0.0009669402],"genre_scores_gemma":[0.002946513,0.0004745448,0.00006996746,0.9654002,0.02849171,0.0000306861,0.00004463855,0.00001123168,0.002530545],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05946216,"threshold_uncertainty_score":0.03914267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02177148920523684,"score_gpt":0.2462663763109083,"score_spread":0.2244948871056714,"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."}}