{"id":"W3034989043","doi":"10.1001/jama.2020.6928","title":"Effect of Continuous Glucose Monitoring on Hypoglycemia in Older Adults With Type 1 Diabetes","year":2020,"lang":"en","type":"article","venue":"JAMA","topic":"Diabetes Management and Research","field":"Medicine","cited_by":353,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health; Jaeb Center for Health Research; Mylan; MannKind Corporation; Insulet Corporation; Novo Nordisk; Dexcom; McGill University; Gilead Sciences; Sanofi; AstraZeneca; Eli Lilly and Company","keywords":"Medicine; Hypoglycemia; Interquartile range; Type 1 diabetes; Diabetes mellitus; Type 2 diabetes; Continuous glucose monitoring; Randomized controlled trial; Internal medicine; Hemoglobin; Endocrinology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.003833801,0.0005738146,0.00145815,0.000341732,0.0003374319,0.0006202491,0.0004393376,0.001254529,0.001640315],"category_scores_gemma":[0.01398866,0.0002342573,0.002362423,0.0003869134,0.0003231375,0.0005359941,0.0004980915,0.001303244,0.0001233485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003726517,"about_ca_system_score_gemma":0.00065376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001134469,"about_ca_topic_score_gemma":0.001884824,"domain_scores_codex":[0.9978416,0.001237392,0.0002768223,0.0002179455,0.0002956788,0.0001305137],"domain_scores_gemma":[0.9943293,0.003070099,0.001294651,0.0002309507,0.0002600616,0.0008149863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.6030663,0.01351724,0.1305196,0.002916136,0.007303722,0.00009559038,0.0002054054,0.001239298,0.001221929,0.0001329515,0.00187651,0.2379054],"study_design_scores_gemma":[0.1671704,0.2476517,0.5644065,0.001556527,0.009998771,0.0002569308,0.0002177759,0.004730194,0.001155497,0.0004562617,0.002329791,0.00006973252],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850163,0.01174424,0.0002436344,0.0005335642,0.0003345105,0.0002981975,0.0002336732,0.00002127624,0.001574516],"genre_scores_gemma":[0.9964945,0.001862858,0.0005508969,0.0003800491,0.0002151301,0.0002244581,0.0001241784,0.000002106741,0.0001458707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003833801,"threshold_uncertainty_score":0.02027529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008710504222963914,"score_gpt":0.2625988744575601,"score_spread":0.2538883702345962,"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."}}