{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005323584,0.0005037438,0.0005479405,0.000996904,0.0001769365,0.0003658586,0.0003391055,0.0003240251,0.001319498],"category_scores_gemma":[0.0009158668,0.000138136,0.0002734603,0.0006071279,0.0001884058,0.000248883,0.0004984473,0.0003218146,0.0002319242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001720512,"about_ca_system_score_gemma":0.0002922063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000868936,"about_ca_topic_score_gemma":0.001991132,"domain_scores_codex":[0.9994831,0.0001537518,0.00004216293,0.00008218605,0.0002130094,0.00002572729],"domain_scores_gemma":[0.9995502,0.0001579066,0.0001168558,0.00002963403,0.00009526918,0.00005008626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003655148,0.0009806819,0.2910092,0.001719428,0.0005495752,0.001140262,0.0004878371,0.001208394,0.245564,0.0009246154,0.007351643,0.4454093],"study_design_scores_gemma":[0.0007147602,0.009971663,0.864566,0.0003693445,0.0008285351,0.0149218,0.0005363327,0.01592115,0.06743535,0.001082347,0.02341801,0.0002346053],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9129312,0.01571968,0.05256899,0.0004981678,0.0006320002,0.0007416689,0.00464409,0.0009212911,0.01134294],"genre_scores_gemma":[0.9331017,0.00495788,0.05246043,0.0006569197,0.0003838273,0.0004725589,0.001766731,0.00004858289,0.006151294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001319498,"threshold_uncertainty_score":0.004414141,"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."}}