{"id":"W4243663251","doi":"10.1016/j.ecl.2013.07.002","title":"Hypoglycemia","year":2013,"lang":"en","type":"review","venue":"Endocrinology and Metabolism Clinics of North America","topic":"Diabetes Management and Research","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick; Southlake Regional Health Center; University of Toronto; Canada Research Chairs","funders":"","keywords":"Medicine; Hypoglycemia; Epidemiology; Intensive care medicine; Diabetes mellitus; Pathogenesis; Pediatrics; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001170147,0.000405274,0.003271544,0.0004819135,0.00005847472,0.00001138399,0.0002939422,0.0002117987,0.0002801218],"category_scores_gemma":[0.000323293,0.0002869352,0.0005625965,0.0004053469,0.0007354321,0.00005835202,0.0003835983,0.0009294622,0.0003689709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009184553,"about_ca_system_score_gemma":0.0002198552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000116459,"about_ca_topic_score_gemma":0.000001212947,"domain_scores_codex":[0.9975161,0.0001776238,0.0009163403,0.0005263055,0.000240903,0.000622712],"domain_scores_gemma":[0.9979985,0.0004596442,0.0005478117,0.0006344945,0.0001247762,0.0002347631],"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":[0.00001724001,0.0001197989,0.0003972971,0.006214431,0.0007425631,0.00003944067,0.000009055646,5.996399e-8,3.518905e-8,0.0001987948,0.002064563,0.9901967],"study_design_scores_gemma":[0.0006039963,0.0001885407,0.001302583,0.0006385975,0.00256981,0.00002016059,0.00000741784,0.000002517704,1.803867e-7,0.00004541131,0.9944022,0.0002185546],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003863401,0.9941143,0.00001091466,0.00008863487,0.0004695365,0.001024809,0.00003535722,0.00004654762,0.003823559],"genre_scores_gemma":[0.00001902804,0.9913399,0.001107476,0.0002099921,0.0003054811,0.000132019,0.0001990462,0.00004913952,0.006637922],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9923376,"threshold_uncertainty_score":0.9999583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05816622280434685,"score_gpt":0.3762309738887285,"score_spread":0.3180647510843816,"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."}}