{"id":"W2105202048","doi":"10.2337/diaspect.25.4.217","title":"Hypoglycemia After Gastric Bypass Surgery","year":2012,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Nutrition, Metabolism and Diabetes","funders":"","keywords":"Medicine; Hypoglycemia; Hyperinsulinemic hypoglycemia; Gastric bypass surgery; Nesidioblastosis; Dumping syndrome; Etiology; Complication; Surgery; Gastric bypass; Diabetes mellitus; Intensive care medicine; Weight loss; Gastrectomy; Internal medicine; Obesity; Cancer; 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":[0.0001343821,0.0001642232,0.0002323886,0.0003052345,0.000354699,0.0003882695,0.00009291484,0.0003791689,0.001236703],"category_scores_gemma":[0.001027997,0.00004839274,0.0002253729,0.0003683654,0.0001157457,0.0002338739,0.0003072426,0.0008251537,0.0001781029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002389776,"about_ca_system_score_gemma":0.0001843012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007514725,"about_ca_topic_score_gemma":0.0007035161,"domain_scores_codex":[0.9998854,0.00002559395,0.00001748184,0.00001305813,0.00002747548,0.00003082765],"domain_scores_gemma":[0.999503,0.0001109485,0.000160235,0.00002058586,0.00004621308,0.0001589729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004868305,0.0003708882,0.5095642,0.0008427889,0.0003670201,0.246148,0.0007969589,0.0005136821,0.009103176,0.001181933,0.007708322,0.2185348],"study_design_scores_gemma":[0.0001294678,0.001826449,0.6961377,0.0002770625,0.0002334266,0.2752308,0.00095066,0.000596645,0.002045038,0.002073844,0.02044933,0.00004964842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9589095,0.02285866,0.0009475249,0.002259176,0.0008371879,0.00002991569,0.0002946443,0.00006244593,0.01380088],"genre_scores_gemma":[0.9947928,0.003165255,0.000117706,0.0004332149,0.0004180962,0.000004829042,0.0003073038,0.000004603995,0.0007561548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001236703,"threshold_uncertainty_score":0.004137218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01293071449444873,"score_gpt":0.2253679743653312,"score_spread":0.2124372598708825,"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."}}