{"id":"W4229025238","doi":"10.4093/dmj.2021.0014","title":"SUDOSCAN in Combination with the Michigan Neuropathy Screening Instrument Is an Effective Tool for Screening Diabetic Peripheral Neuropathy","year":2021,"lang":"en","type":"article","venue":"Diabetes & Metabolism Journal","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Korean Diabetes Association","keywords":"Medicine; Peripheral neuropathy; Diabetic neuropathy; Diabetes mellitus; Internal medicine; Peripheral; 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":[0.001772779,0.0007022651,0.0007363773,0.001263571,0.0002425275,0.0004903633,0.0003553961,0.0003950866,0.001658277],"category_scores_gemma":[0.004061557,0.000194262,0.0008780935,0.001197722,0.0001312281,0.0004570501,0.0005860823,0.0004070814,0.0003065106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002577257,"about_ca_system_score_gemma":0.0003365388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001438772,"about_ca_topic_score_gemma":0.003534999,"domain_scores_codex":[0.9981984,0.0007649099,0.0001715879,0.00025493,0.0005114537,0.00009867834],"domain_scores_gemma":[0.9977232,0.0006856752,0.0008942239,0.00009473587,0.0004090598,0.0001932435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005740322,0.0001789533,0.9698119,0.0001408507,0.0003429141,0.00008636598,0.000043531,0.0002673796,0.001352386,0.00002572406,0.0004417634,0.02673418],"study_design_scores_gemma":[0.00004477573,0.0012735,0.9909936,0.0001041287,0.0003883279,0.0006650614,0.00009326894,0.004687275,0.0007842921,0.0001128979,0.0008305502,0.00002231074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916729,0.002563792,0.002295284,0.000215425,0.00005938865,0.0000848386,0.000708963,0.00009096213,0.002308428],"genre_scores_gemma":[0.9925171,0.0006579719,0.005497323,0.0000958634,0.00004317524,0.00005186595,0.0005893249,0.000005464672,0.0005418956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001772779,"threshold_uncertainty_score":0.009375453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01203361400020125,"score_gpt":0.2434269018457382,"score_spread":0.231393287845537,"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."}}