{"id":"W4381337843","doi":"10.2337/db23-489-p","title":"489-P: Abnormal Combined Point-of-Care-Device DPN-Check and SUDOSCAN Results Predict All-Cause Mortality in People with Diabetes","year":2023,"lang":"en","type":"article","venue":"Diabetes","topic":"Neurological and metabolic disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council","keywords":"Medicine; Diabetes mellitus; Internal medicine; Peripheral neuropathy; Proportional hazards model; Type 2 diabetes; Surgery; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006773217,0.0003514902,0.0002150905,0.00045427,0.0002630893,0.0005019653,0.0003051967,0.0004122949,0.005432691],"category_scores_gemma":[0.002745072,0.0002233627,0.0004454721,0.000448343,0.0001808092,0.0003074738,0.000370568,0.0006167867,0.0007947928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001677188,"about_ca_system_score_gemma":0.0001837718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003878345,"about_ca_topic_score_gemma":0.003602761,"domain_scores_codex":[0.9996798,0.0001001091,0.00002707342,0.00007214396,0.00006809724,0.00005282319],"domain_scores_gemma":[0.9985934,0.0004082189,0.0004509797,0.00009170338,0.0002255203,0.0002302746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000896842,0.00001766007,0.9991058,0.000003692528,0.00001909576,0.00001422683,0.000006081647,0.00001893551,0.00003320968,0.000002974084,0.0000937815,0.0005949401],"study_design_scores_gemma":[0.00001730052,0.0001010125,0.9988576,0.000009498583,0.00003502599,0.0001522952,0.00003673424,0.0006226377,0.00004434217,0.00002132602,0.0000995732,0.000002566968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982964,0.0001782115,0.0001318886,0.0000610655,0.00002083808,0.000008366535,0.0006058947,0.000006804682,0.0006904312],"genre_scores_gemma":[0.9991438,0.00003633639,0.0001027704,0.0000235899,0.00001871383,0.000007596739,0.0003872605,0.000001447276,0.0002784373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005432691,"threshold_uncertainty_score":0.01817417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02032297302618826,"score_gpt":0.2664011754680836,"score_spread":0.2460782024418953,"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."}}