{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01009116,0.001426356,0.002291936,0.005159988,0.001333978,0.00259604,0.003861989,0.007163704,0.00322242],"category_scores_gemma":[0.03370436,0.0007717534,0.004147427,0.00510879,0.0009147994,0.00265285,0.002240159,0.006682303,0.002020984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005250041,"about_ca_system_score_gemma":0.02101958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02505355,"about_ca_topic_score_gemma":0.05658866,"domain_scores_codex":[0.9872011,0.004804468,0.004110029,0.0005337165,0.002929477,0.0004212901],"domain_scores_gemma":[0.9711031,0.006630325,0.003466793,0.0004558316,0.01649311,0.001850899],"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":[0.00008370115,0.000251714,0.003902667,0.02283981,0.0005944861,0.001507226,0.001077463,0.001199163,0.0006759603,0.002627218,0.6503602,0.3148804],"study_design_scores_gemma":[0.0006698442,0.0001945306,0.01406054,0.1905454,0.002103815,0.002801169,0.0009762595,0.002072301,0.000519365,0.007441092,0.7784434,0.0001723097],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.005470395,0.3325596,0.02315329,0.5530321,0.01027396,0.009282778,0.005664706,0.0007395793,0.05982372],"genre_scores_gemma":[0.04399473,0.5174976,0.2429921,0.1544033,0.006235551,0.01085765,0.01133367,0.0001596434,0.01252577],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02505355,"threshold_uncertainty_score":0.05336779,"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."}}