{"id":"W4303981168","doi":"10.3390/s22197571","title":"SUDOSCAN, an Innovative, Simple and Non-Invasive Medical Device for Assessing Sudomotor Function","year":2022,"lang":"en","type":"article","venue":"Sensors","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sudomotor; Medicine; Glycated hemoglobin; Peripheral neuropathy; Diabetes mellitus; Internal medicine; Diabetic neuropathy; Skin conductance; Cardiology; Physical therapy; Type 2 diabetes; 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":[0.0008858276,0.00011259,0.0002677828,0.00009356437,0.0003122261,0.00002773346,0.00004598277,0.00007247832,0.0004567244],"category_scores_gemma":[0.0006827528,0.0001075088,0.00004095278,0.0002627257,0.00006778479,0.0001027729,0.00005169099,0.0002621425,0.00000369561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001109097,"about_ca_system_score_gemma":0.0006473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001644343,"about_ca_topic_score_gemma":0.0000848873,"domain_scores_codex":[0.9988306,0.0001215959,0.0002662775,0.0003113298,0.0002362175,0.0002339766],"domain_scores_gemma":[0.9989723,0.0004510405,0.0000650801,0.0001839984,0.0001501954,0.0001773744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002301844,0.002156479,0.1415182,0.001309413,0.0008063636,0.000298842,0.01009038,0.0008112809,0.5865406,0.002961183,0.004134758,0.2470707],"study_design_scores_gemma":[0.0139505,0.003563692,0.2965215,0.0001126801,0.0003426023,0.0002609059,0.01246894,0.1397614,0.008237095,0.001011117,0.5229504,0.0008191633],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995254,0.00001959764,0.0005179975,0.002977824,0.0002089567,0.000622923,0.0000339766,0.0000526217,0.0003120585],"genre_scores_gemma":[0.9962994,0.00000228225,0.0004376088,0.002595277,0.0002496223,0.00007942674,0.0001040916,0.00001990251,0.0002123453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5783035,"threshold_uncertainty_score":0.5000812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02434707450945557,"score_gpt":0.3084258811766402,"score_spread":0.2840788066671847,"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."}}