{"id":"W2094239852","doi":"10.2337/dc14-0279","title":"Corneal Confocal Microscopy Detects Neuropathy in Subjects With Impaired Glucose Tolerance","year":2014,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":155,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Manchester Biomedical Research Centre; National Institutes of Health; Greater Manchester Comprehensive Local Research Network; Juvenile Diabetes Research Foundation United States of America","keywords":"Medicine; Impaired glucose tolerance; Nerve fiber; Diabetes mellitus; Skin biopsy; Internal medicine; Diabetic neuropathy; Peripheral neuropathy; Microalbuminuria; Ophthalmology; Cardiology; Endocrinology; Biopsy; Type 2 diabetes; Anatomy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007610265,0.0002011653,0.0003740819,0.00007235307,0.00004283122,0.00002632826,0.00009026963,0.00008981684,0.00001373711],"category_scores_gemma":[0.00005776114,0.0001675083,0.00007093222,0.0001986149,0.00005944673,0.00006558174,0.0000261788,0.000229625,0.0001045828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000523246,"about_ca_system_score_gemma":0.00008350991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002760431,"about_ca_topic_score_gemma":0.0001820099,"domain_scores_codex":[0.9988202,0.00007046611,0.0001670488,0.0003200004,0.0001881949,0.0004341144],"domain_scores_gemma":[0.9992656,0.00005944198,0.00004909996,0.0003665017,0.0001062337,0.0001530846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001583703,0.00004094698,0.9024569,0.0001660251,0.00001266624,0.00009838583,0.0006759439,0.00001455427,0.09038036,0.00001030127,0.00001309352,0.005972388],"study_design_scores_gemma":[0.003183297,0.001318229,0.6581965,0.0003185365,0.00004823408,0.000003875251,0.0004173444,0.0007229485,0.3341816,0.000004839818,0.001373349,0.0002312511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977044,0.0009773737,0.00001825069,0.00008336794,0.0001349902,0.00033786,0.00001205318,0.00008282765,0.0006488667],"genre_scores_gemma":[0.9981031,0.00001361157,0.0001901136,0.001484891,0.00008313621,0.00002268295,0.00003559113,0.00004061373,0.00002629212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2442605,"threshold_uncertainty_score":0.6830792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005177020564042397,"score_gpt":0.2152660854440133,"score_spread":0.2100890648799709,"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."}}