{"id":"W2971247784","doi":"10.2337/dc19-0497","title":"Prospective Association Among Diabetes Diagnosis, HbA1c, Glycemia, and Frailty Trajectories in an Elderly Population","year":2019,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Steno Diabetes Center Aarhus","keywords":"Medicine; Diabetes mellitus; Interquartile range; Gerontology; Frailty Index; Longitudinal study; Prospective cohort study; Ageing; Internal medicine; Demography; Endocrinology","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":[0.0001375549,0.0002364189,0.0004543218,0.0001627259,0.00006073062,0.00007395585,0.00008024082,0.0002757659,0.00006637657],"category_scores_gemma":[0.000410674,0.0002369526,0.00006638154,0.0002922804,0.00003986043,0.0005600849,0.00003553347,0.0003176093,0.00003718208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005994422,"about_ca_system_score_gemma":0.00003310679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002290734,"about_ca_topic_score_gemma":0.001036404,"domain_scores_codex":[0.9983211,0.00008042465,0.0002955256,0.0004803567,0.0003766646,0.0004458953],"domain_scores_gemma":[0.9989434,0.0002425486,0.0001470814,0.0003079803,0.0002255995,0.0001333678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001801848,0.00006706628,0.9884486,0.0002549218,0.0000433277,0.000001799968,0.003393352,0.00000989711,0.0008728197,0.00001715394,0.000115274,0.006757727],"study_design_scores_gemma":[0.001964752,0.0007851573,0.9893197,0.0003515266,0.00007137176,1.455904e-7,0.001433852,0.000195143,0.005351546,0.0001760117,0.00008999955,0.0002607872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970588,0.0006779647,2.141485e-7,0.0001971037,0.0003141807,0.001135147,0.00008125055,0.0001275134,0.0004078084],"genre_scores_gemma":[0.9985638,0.00002290915,0.0001050171,0.0001375456,0.000158981,0.0002427391,0.0005527659,0.00004376107,0.0001725097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00649694,"threshold_uncertainty_score":0.9662645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00745984511263096,"score_gpt":0.2463408673680658,"score_spread":0.2388810222554348,"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."}}