{"id":"W2148298718","doi":"10.2337/dc13-2005","title":"Does the Prevailing Hypothesis That Small-Fiber Dysfunction Precedes Large-Fiber Dysfunction Apply to Type 1 Diabetic Patients?","year":2014,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":142,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Diabetes mellitus; Fiber; Type 2 diabetes; Internal medicine; Endocrinology; Composite material","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002348044,0.0002852907,0.0003483837,0.00009594838,0.0002306016,0.00007992798,0.0001408803,0.0001592758,0.000558645],"category_scores_gemma":[0.0003289612,0.0001601101,0.0001723019,0.0002596527,0.00003191363,0.000119422,0.00008079477,0.0002227226,0.002000826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001102807,"about_ca_system_score_gemma":0.00003196585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001302963,"about_ca_topic_score_gemma":0.00005777065,"domain_scores_codex":[0.9982953,0.0001388891,0.0002318985,0.0004524985,0.0003636245,0.0005177713],"domain_scores_gemma":[0.998524,0.0002364481,0.00009559954,0.0006417274,0.0003378637,0.0001643483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007174285,0.00008824773,0.8637959,0.0002459167,0.0001259347,4.731259e-7,0.0007809357,0.00003658304,0.001117071,0.00001226499,0.0003789758,0.133346],"study_design_scores_gemma":[0.001540804,0.0008472427,0.7509215,0.0003558075,0.0006734874,2.037277e-7,0.001554246,0.0001753297,0.03176641,0.00005307106,0.2116621,0.0004497754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939913,0.0002868237,0.00003315703,0.0004223302,0.0007591871,0.0009494992,0.00002631883,0.0001484528,0.003382964],"genre_scores_gemma":[0.9938971,0.00001797549,0.0002665053,0.001404877,0.000341663,0.0001325566,0.0001241545,0.00006230612,0.003752839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2112831,"threshold_uncertainty_score":0.9987763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01077682736303133,"score_gpt":0.2062801484716244,"score_spread":0.1955033211085931,"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."}}