{"id":"W2060377359","doi":"10.2337/dc14-2114","title":"Corneal Confocal Microscopy Predicts 4-Year Incident Peripheral Neuropathy in Type 1 Diabetes","year":2015,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":159,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Peripheral neuropathy; Receiver operating characteristic; Diabetes mellitus; Ophthalmology; Type 2 diabetes; Retinopathy; Internal medicine; Nephropathy; Area under the curve; Sensory threshold; Type 1 diabetes; 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":[0.0001285599,0.0002112083,0.0003903897,0.00008823349,0.00003172398,0.0000412681,0.0001253729,0.0001350029,0.00006092545],"category_scores_gemma":[0.0001790202,0.0001962207,0.00008787934,0.0002302084,0.00007180046,0.000103533,0.00008233968,0.0002918387,0.0003197638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001690316,"about_ca_system_score_gemma":0.0002342872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002344553,"about_ca_topic_score_gemma":0.00003842189,"domain_scores_codex":[0.9985523,0.00007900077,0.00024523,0.000317899,0.0003140666,0.0004915001],"domain_scores_gemma":[0.9989969,0.0000309464,0.00005265207,0.0003484526,0.0002673255,0.0003037445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007214252,0.00005565593,0.9844107,0.00008867576,0.00002412204,0.00007714069,0.001764052,0.00001276933,0.01192974,0.00001466205,0.0005622366,0.0009881061],"study_design_scores_gemma":[0.003744677,0.001764745,0.9460677,0.0002619205,0.0001022907,0.000001607036,0.004312751,0.0004522102,0.03232637,0.00001914005,0.01058793,0.0003586441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944501,0.002878301,9.627411e-7,0.0001562787,0.0006643334,0.0003367509,0.00003554836,0.00008929166,0.00138846],"genre_scores_gemma":[0.9980071,0.00003254221,0.0001391018,0.001304442,0.0001877224,0.00001183362,0.0001602918,0.00004529181,0.0001116561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03834298,"threshold_uncertainty_score":0.8001648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01311094445165336,"score_gpt":0.2505943974677644,"score_spread":0.237483453016111,"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."}}