{"id":"W2036585534","doi":"10.1055/s-2001-18595","title":"Information systems in diabetes: in search of the holy grail in the era of evidence-based diabetes care","year":2001,"lang":"en","type":"review","venue":"Experimental and Clinical Endocrinology & Diabetes","topic":"Diabetes Management and Education","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Nutrition, Metabolism and Diabetes","funders":"","keywords":"Holy Grail; Context (archaeology); Telemedicine; Medicine; Medical record; Information system; Diabetes mellitus; Electronic medical record; Medical information; Knowledge management; Health care; Computer science; Family medicine; Engineering; World Wide Web; Political science; Surgery","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":[0.001049311,0.0003762233,0.001892715,0.0004298063,0.00004191275,0.00003329392,0.0005236184,0.0002986336,0.00002197471],"category_scores_gemma":[0.0004732162,0.0002099779,0.0004069711,0.0009259069,0.0006248014,0.0002693979,0.0002165238,0.001007165,0.00001613797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001573838,"about_ca_system_score_gemma":0.0002370002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000137248,"about_ca_topic_score_gemma":0.00001481942,"domain_scores_codex":[0.9956535,0.001015304,0.001953918,0.0003492496,0.0003890483,0.0006390442],"domain_scores_gemma":[0.9969124,0.001820532,0.0005442747,0.0005829212,0.00007379304,0.00006604611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001622797,0.0005838891,0.7066094,0.008575215,0.00009087361,0.000002076473,0.0006806911,0.000003686079,0.00001675395,0.00008105238,0.00008093353,0.2832592],"study_design_scores_gemma":[0.006712238,0.003431888,0.7485132,0.1102632,0.001206925,0.000002535324,0.02016854,0.0003701415,0.0009460713,0.00004457717,0.1073211,0.001019513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4858274,0.5123907,2.223437e-8,0.0001822241,0.0002735633,0.001167034,0.00001155126,0.00000694522,0.0001404888],"genre_scores_gemma":[0.5715965,0.4275521,0.000007354297,0.0002574031,0.00006915307,0.0004054425,0.00008699406,0.00001494353,0.0000101027],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2822396,"threshold_uncertainty_score":0.8562649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1199212823805141,"score_gpt":0.4112683898814194,"score_spread":0.2913471075009053,"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."}}