{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008914091,0.0002125655,0.0002610223,0.0005778827,0.0003708409,0.0005202633,0.0002280407,0.000344871,0.0008293514],"category_scores_gemma":[0.002553258,0.000176634,0.0003315778,0.0007840583,0.0001409124,0.0004243942,0.0004493879,0.0004872822,0.000129199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002539396,"about_ca_system_score_gemma":0.0002480962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01086612,"about_ca_topic_score_gemma":0.01410276,"domain_scores_codex":[0.9997219,0.00005891264,0.00003474692,0.00008060985,0.00004700998,0.00005676763],"domain_scores_gemma":[0.9988171,0.0001663735,0.00055234,0.00008498129,0.0001581867,0.0002210425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008571265,0.00001730863,0.9990969,0.000004136522,0.00004865374,0.00002006709,0.00002861837,0.00003267698,0.0000513328,0.000007927627,0.00004194451,0.0005648442],"study_design_scores_gemma":[0.000002819127,0.00003729368,0.9996665,0.00000275522,0.00001622143,0.00004173521,0.00004701186,0.0001268208,0.000009828505,0.00001671792,0.0000307769,0.000001677682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990885,0.0003200188,0.00005081869,0.00003178273,0.000003241454,0.000004042844,0.0003616133,0.000002322088,0.0001377337],"genre_scores_gemma":[0.9993412,0.0001108042,0.00004989683,0.00001605259,0.00000496228,0.00000478046,0.0003844179,8.021817e-7,0.0000870081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01086612,"threshold_uncertainty_score":0.02160573,"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."}}