{"id":"W2379916193","doi":"","title":"Comparison of effectiveness among five screening tests for diabetic peripheral neuropathy","year":2008,"lang":"en","type":"article","venue":"Zhongguo tangniaobing zazhi","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Peripheral neuropathy; Diabetes mellitus; Receiver operating characteristic; Internal medicine; Tuning fork; Nerve conduction velocity; Diabetic neuropathy; Physical examination; Type 2 diabetes; Peripheral; Area under the curve; Vibration; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009994845,0.001086497,0.001215161,0.003114687,0.0002649487,0.0009949565,0.0006632535,0.001025197,0.0005685702],"category_scores_gemma":[0.01985548,0.0003958949,0.001499526,0.00129245,0.0004331339,0.0009185821,0.0005967302,0.0004527367,0.0002613383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004344776,"about_ca_system_score_gemma":0.0003342862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008090764,"about_ca_topic_score_gemma":0.001155848,"domain_scores_codex":[0.9929645,0.003201918,0.0007428903,0.000982448,0.001762477,0.0003457546],"domain_scores_gemma":[0.9723836,0.01993214,0.003087234,0.0006835884,0.002821465,0.001092019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002514267,0.0002140268,0.9770719,0.0001261357,0.00106008,0.00005274432,0.00006482893,0.001020724,0.0006949656,0.00003384016,0.0001937943,0.01695263],"study_design_scores_gemma":[0.000139358,0.002830199,0.9683248,0.00007240302,0.001225046,0.0006542162,0.0001406995,0.02374902,0.002215321,0.000137825,0.0004613239,0.00004982545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933294,0.003505664,0.001600104,0.00005606452,0.00004261878,0.00004761611,0.0002787482,0.00007639426,0.00106335],"genre_scores_gemma":[0.9974927,0.0003866644,0.001479321,0.00002734816,0.00003248312,0.00002899858,0.0004284959,0.00000617386,0.0001178456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009994845,"threshold_uncertainty_score":0.05285847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04503322007583877,"score_gpt":0.3209584436951866,"score_spread":0.2759252236193478,"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."}}