{"id":"W4396737681","doi":"10.21608/ejhm.2024.352199","title":"Prevalence, Pattern and Factors Associated with Diabetic Peripheral Neuropathy in Benha City, Egypt","year":2024,"lang":"en","type":"article","venue":"The Egyptian Journal of Hospital Medicine","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peripheral neuropathy; Medicine; Peripheral; Diabetic neuropathy; Diabetes mellitus; Physical medicine and rehabilitation; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006002089,0.0002228081,0.0004580506,0.0001851966,0.00005179107,0.00002768934,0.0001284141,0.00005584591,0.000158842],"category_scores_gemma":[0.0002263665,0.0001037914,0.00006992653,0.0002784146,0.0002038553,0.0001267368,0.0000308006,0.000504353,0.000001943356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008502181,"about_ca_system_score_gemma":0.00006841075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001485903,"about_ca_topic_score_gemma":0.000009470254,"domain_scores_codex":[0.9985318,0.0001137041,0.0004011553,0.0001837371,0.0005022435,0.0002674053],"domain_scores_gemma":[0.999191,0.0001995177,0.000160156,0.0001568014,0.0000896068,0.0002028592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001052349,0.0003753559,0.9777137,0.0002175586,0.0005033677,0.003580847,0.006394697,0.00000561934,0.0005363473,0.00004703947,0.0003690906,0.01015114],"study_design_scores_gemma":[0.003338361,0.01271861,0.9757369,0.004992114,0.0006741162,0.0002035793,0.001035086,0.0004549909,0.0002103646,0.0004008748,0.00007451352,0.0001605272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888313,0.004333574,0.000149126,0.005665423,0.0005449477,0.0002661786,0.000005831143,0.00002118747,0.0001824028],"genre_scores_gemma":[0.9987928,0.0003307236,0.00002013635,0.0002887943,0.0002438665,0.000003434623,0.000003741113,0.00003202866,0.0002844661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01234325,"threshold_uncertainty_score":0.4232491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01407249603558486,"score_gpt":0.2485128080042452,"score_spread":0.2344403119686603,"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."}}