{"id":"W2147500963","doi":"10.1109/acc.2011.5991034","title":"Detection of organ dysfunction in type II diabetic patients","year":2011,"lang":"en","type":"article","venue":"","topic":"Diabetes Management and Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Adipose tissue; Internal medicine; Insulin; Endocrinology; Diabetes mellitus; Type 2 diabetes; Pancreas; Artificial pancreas; Clamp; Medicine; Glucose uptake; Type 1 diabetes; Biology; Computer science","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":[0.0004554574,0.0003539756,0.0005191658,0.0009119857,0.0002049184,0.0005287905,0.0002210338,0.0004940498,0.0009391114],"category_scores_gemma":[0.001676651,0.0001209242,0.0002289782,0.0005413886,0.0001168567,0.0002406208,0.0003084125,0.0004381838,0.0002783004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001309216,"about_ca_system_score_gemma":0.0001730468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009319764,"about_ca_topic_score_gemma":0.0007736455,"domain_scores_codex":[0.999779,0.00006801215,0.00002798538,0.0000476075,0.00004742624,0.00002987868],"domain_scores_gemma":[0.9993937,0.0002041249,0.0001613138,0.00004389314,0.00009743246,0.00009945786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001175072,0.0001759729,0.9613816,0.00005231104,0.00003695267,0.0006672037,0.00009983265,0.0005236869,0.008787675,0.00004212399,0.0002809671,0.02677655],"study_design_scores_gemma":[0.00004542409,0.0009859625,0.9777866,0.00003205245,0.00009289414,0.002937344,0.0003547913,0.008761971,0.008098215,0.0001764939,0.0007029509,0.00002528082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928871,0.0005944288,0.004965862,0.000074365,0.00002261372,0.00004290372,0.0003133673,0.00007278532,0.001026537],"genre_scores_gemma":[0.9946378,0.0002264116,0.004535065,0.00005721252,0.00001662349,0.00002591779,0.00024452,0.000006462679,0.0002500132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009391114,"threshold_uncertainty_score":0.003141582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02422835821391245,"score_gpt":0.2430966416538523,"score_spread":0.2188682834399398,"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."}}