{"id":"W166300538","doi":"10.1007/978-1-84628-881-4_37","title":"Diagnosis and Management of Hyperinsulinemic Hypoglycemia","year":2009,"lang":"en","type":"book-chapter","venue":"Endocrine Surgery","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Insulinoma; Hypoglycemia; Medicine; Hyperinsulinemic hypoglycemia; Hyperinsulinism; Internal medicine; Insulin; Endocrinology; Gastroenterology; Pediatrics; Insulin resistance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002747018,0.0003681982,0.0003810695,0.0009553714,0.0002175898,0.0005567709,0.0005809338,0.0008468396,0.003140478],"category_scores_gemma":[0.0009157172,0.00009484713,0.0001669984,0.0003487743,0.0003403513,0.0008392612,0.0004164431,0.002036355,0.002095492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004025167,"about_ca_system_score_gemma":0.0003435238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003900158,"about_ca_topic_score_gemma":0.000861978,"domain_scores_codex":[0.9998672,0.00003764299,0.00001154001,0.00001189062,0.00005990035,0.0000117865],"domain_scores_gemma":[0.9998912,0.00004897544,0.00001238263,0.000004128011,0.00002478376,0.00001854675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008949862,0.000154556,0.002559933,0.000481281,0.00001818115,0.03240963,0.0003871605,0.0006972849,0.003077604,0.01028472,0.1094615,0.8403787],"study_design_scores_gemma":[0.00004980715,0.0001924755,0.005486381,0.002739368,0.00002496886,0.2404768,0.0006717885,0.001263171,0.002904649,0.02590847,0.7202417,0.00004043874],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01904021,0.53433,0.04274978,0.04401407,0.008370366,0.0001457372,0.0001887299,0.0005217409,0.3506393],"genre_scores_gemma":[0.2676537,0.5041277,0.07137688,0.03010466,0.01733576,0.0001975196,0.0004784599,0.0002226985,0.1085026],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.003140478,"threshold_uncertainty_score":0.01050597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03652420608976243,"score_gpt":0.2988521352453596,"score_spread":0.2623279291555972,"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."}}