{"id":"W4246732006","doi":"10.22215/etd/2016-11505","title":"Continuous Monitoring of Mechanical Properties of Plantar Soft Tissue Using Wearable Ultrasonic and Force Sensors for Diabetic Patients","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Heel; Soft tissue; Medicine; Diabetes mellitus; Biomedical engineering; Stiffness; Ultrasonic sensor; Diabetic foot; Wearable computer; Displacement (psychology); Compression (physics); Surgery; Physical medicine and rehabilitation; Materials science; Computer science; Anatomy; Radiology; Composite material; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002175505,0.0002472864,0.000262996,0.0002879523,0.00009681037,0.0002856661,0.0001916103,0.0003269344,0.0008045642],"category_scores_gemma":[0.0004006044,0.0001211499,0.0001865014,0.0002995669,0.00006963901,0.0002180871,0.0001436785,0.0002556684,0.0002063318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007309002,"about_ca_system_score_gemma":0.00009592919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002045873,"about_ca_topic_score_gemma":0.0003202445,"domain_scores_codex":[0.9998416,0.00002535255,0.000009986525,0.00002813955,0.00008063303,0.00001424814],"domain_scores_gemma":[0.9998081,0.0000463721,0.0000513791,0.000009583032,0.0000641232,0.00002041067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001140881,0.000644026,0.03417226,0.0005246971,0.00005129829,0.0006304742,0.0004561368,0.0006898507,0.8035673,0.0001573382,0.001056949,0.1569087],"study_design_scores_gemma":[0.0001467196,0.01361048,0.257972,0.0002505588,0.0003807584,0.006268244,0.001481816,0.02243797,0.6853918,0.0003897468,0.01154008,0.0001298476],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760023,0.003880532,0.01678204,0.0002484937,0.0001133345,0.00009628647,0.0002389201,0.00007732042,0.002560665],"genre_scores_gemma":[0.9811062,0.002261273,0.01429797,0.0001276598,0.00003755292,0.00005126554,0.00007958335,0.000006090555,0.002032516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008045642,"threshold_uncertainty_score":0.002691567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01867607908406015,"score_gpt":0.277103665281671,"score_spread":0.2584275861976108,"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."}}