{"id":"W2525822515","doi":"10.1016/j.jcjd.2016.08.062","title":"Results of an International Corneal Confocal Microscopy (CCM) Consortium: A Pooled Multicentre Analysis of the Concurrent Diagnostic Validity of CCM to Identify Diabetic Polyneuropathy in Type 1 Diabetes Mellitus","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Confocal microscopy; Diabetes mellitus; Polyneuropathy; Ophthalmology; Internal medicine; Endocrinology; Optics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.02127754,0.001710701,0.001946246,0.002277902,0.001521252,0.002976404,0.002267895,0.002326161,0.0009404518],"category_scores_gemma":[0.04810322,0.0008875001,0.003834865,0.003637302,0.001373134,0.001215414,0.004040558,0.000966073,0.0002933021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002006656,"about_ca_system_score_gemma":0.001641104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02840019,"about_ca_topic_score_gemma":0.02809929,"domain_scores_codex":[0.9708172,0.01687442,0.002431897,0.005040021,0.003434135,0.001402385],"domain_scores_gemma":[0.9640632,0.009143702,0.009196075,0.008266595,0.007916927,0.001413437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002775306,0.0001013428,0.9893219,0.00008327413,0.004033742,0.00008530479,0.0003814332,0.0001624255,0.0005644277,0.00005915583,0.0002987618,0.002132972],"study_design_scores_gemma":[0.0003185006,0.000402984,0.9942597,0.00004208727,0.003308255,0.0002068763,0.0004003291,0.0004441361,0.0002571187,0.0000574242,0.0002613624,0.00004125135],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964562,0.0008814907,0.0004648218,0.00008650204,0.00003156417,0.0001281235,0.001294976,0.00001210409,0.0006442214],"genre_scores_gemma":[0.9978733,0.0001198782,0.0003663088,0.00009024623,0.00003127121,0.00009203873,0.001332488,0.000009181741,0.00008530459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02840019,"threshold_uncertainty_score":0.1125278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02001719406495892,"score_gpt":0.3036928544033419,"score_spread":0.2836756603383829,"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."}}