{"id":"W2040308878","doi":"10.1177/193229681300700326","title":"Current State of Diabetes Technology Clinics and Programs in the United States","year":2013,"lang":"en","type":"letter","venue":"Journal of Diabetes Science and Technology","topic":"Diabetes Management and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Nutrition, Metabolism and Diabetes","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Insulin pump; Insulin; Diabetes mellitus; Insulin delivery; Type 1 diabetes; Continuous glucose monitoring; Medicine; Blood Glucose Self-Monitoring; Closed loop; Artificial pancreas; Internal medicine; Intensive care medicine; Endocrinology; Engineering","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":[0.0009760914,0.0002836669,0.0002801143,0.0005691181,0.001911911,0.002033536,0.0007774486,0.005860406,0.03203588],"category_scores_gemma":[0.004043286,0.0001570069,0.0002056404,0.0009087801,0.0007742214,0.001628457,0.0007510851,0.004746096,0.009570964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002941347,"about_ca_system_score_gemma":0.003796082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006952533,"about_ca_topic_score_gemma":0.01731877,"domain_scores_codex":[0.9982831,0.0003985916,0.0002008911,0.0001587348,0.0006859499,0.0002727573],"domain_scores_gemma":[0.9964823,0.0009171579,0.0003680181,0.0001301917,0.001019174,0.001083125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00008609814,0.000194071,0.005262949,0.0001041163,0.000004199533,0.001055933,0.0001055719,0.00004295764,0.0002505397,0.002638811,0.9107274,0.07952753],"study_design_scores_gemma":[0.00004920717,0.00006780785,0.006174296,0.000572207,0.000008543766,0.002333139,0.0005435785,0.0002358676,0.000119838,0.003160327,0.9867143,0.000020934],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0040352,0.008629248,0.0003294551,0.8404517,0.009207731,0.00004959355,0.0003396193,0.0002016873,0.1367558],"genre_scores_gemma":[0.05233576,0.0244875,0.001997004,0.8158667,0.02375632,0.0001861277,0.000695492,0.00005225466,0.08062281],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03203588,"threshold_uncertainty_score":0.1071707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03139121697718096,"score_gpt":0.3137576809872768,"score_spread":0.2823664640100959,"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."}}