{"id":"W4399779271","doi":"10.17116/pain20242202141","title":"Comorbid disorders and risk factors for neiropathic pain in distal diabetic polyneuropathy","year":2024,"lang":"en","type":"article","venue":"Russian Journal of Pain","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polyneuropathy; Medicine; Diabetes mellitus; Risk factor; Diabetic neuropathy; 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":[0.002772345,0.000163558,0.0003248644,0.0003003998,0.00005355445,0.00004237994,0.00005567485,0.00006143132,0.00001913994],"category_scores_gemma":[0.0006810942,0.0001126757,0.0001661772,0.0001815914,0.00004296593,0.00007805623,0.00001225202,0.0003042859,0.000001574594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006469562,"about_ca_system_score_gemma":0.00007422183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002198285,"about_ca_topic_score_gemma":0.00001873597,"domain_scores_codex":[0.9985778,0.0004964845,0.0003500237,0.0001617763,0.0001754143,0.0002385094],"domain_scores_gemma":[0.9989392,0.0006388185,0.0001145549,0.00009832753,0.00001150822,0.0001976459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003137945,0.0005662807,0.729048,0.0006246248,0.0003774292,0.001216285,0.002469773,0.00001460306,0.001795984,0.002513634,0.0003967666,0.2606629],"study_design_scores_gemma":[0.01173645,0.01866988,0.8557857,0.005062795,0.001397332,0.0003244182,0.004070069,0.04995479,0.001048423,0.03270165,0.01827328,0.0009752077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9665396,0.002766252,0.02883621,0.001206893,0.0002313228,0.0002816013,0.00003489081,0.00001880054,0.00008444904],"genre_scores_gemma":[0.9981877,0.0005919423,0.0008945888,0.00009836054,0.00009460585,0.0000055635,0.000006585559,0.00003365852,0.00008697274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2596877,"threshold_uncertainty_score":0.4594781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009190735318789701,"score_gpt":0.2508220908586094,"score_spread":0.2416313555398197,"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."}}