{"id":"W4310805155","doi":"10.1210/clinem/dgac596","title":"Management of Individuals With Diabetes at High Risk for Hypoglycemia: An Endocrine Society Clinical Practice Guideline","year":2022,"lang":"en","type":"article","venue":"The Journal of Clinical Endocrinology & Metabolism","topic":"Diabetes Management and Research","field":"Medicine","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact; Cochrane","funders":"Endocrine Society","keywords":"Hypoglycemia; Guideline; Medicine; Intensive care medicine; Diabetes mellitus; Type 1 diabetes; Diabetes management; Multidisciplinary approach; Type 2 diabetes; Pediatrics; Endocrinology; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.01578443,0.0002919647,0.001786296,0.0001763687,0.0003841016,0.00001584059,0.001034384,0.0001078486,0.0003719586],"category_scores_gemma":[0.001963647,0.0001706012,0.0009286428,0.0003961578,0.0008710091,0.0002295044,0.001117953,0.002186955,0.00000768627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004672493,"about_ca_system_score_gemma":0.0002036015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001290933,"about_ca_topic_score_gemma":0.000001745212,"domain_scores_codex":[0.9914429,0.002334628,0.003629881,0.0004103968,0.001377292,0.0008049473],"domain_scores_gemma":[0.9895097,0.005237801,0.003141965,0.0008832895,0.0009050477,0.0003222245],"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":[0.03187798,0.01151799,0.2477975,0.0004683883,0.03360651,0.0006968917,0.0004597676,0.00141834,0.0001829775,0.01016736,0.1564155,0.5053908],"study_design_scores_gemma":[0.02260132,0.00831477,0.1161633,0.00004458041,0.009319033,0.0001440705,0.001389502,0.0003066053,0.0002412467,0.001636575,0.839626,0.0002129667],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717103,0.003481129,0.0005463938,0.02098816,0.001240114,0.00118738,0.0000668242,0.00003013247,0.0007496194],"genre_scores_gemma":[0.8203114,0.01714046,0.1435861,0.01079316,0.003641647,0.0001339263,0.00009163861,0.0001356189,0.004166033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6832106,"threshold_uncertainty_score":0.9501355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05394488308871929,"score_gpt":0.4230318467960058,"score_spread":0.3690869637072864,"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."}}