{"id":"W4390993433","doi":"10.1109/biocas58349.2023.10388884","title":"Designing a Wearable Wireless System for Real-time Bioimpedance Spectroscopy of Body Fluid","year":2023,"lang":"en","type":"article","venue":"","topic":"Body Composition Measurement Techniques","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Wearable computer; Wireless; Computer science; Microcontroller; Bluetooth; STM32; Embedded system; Computer hardware; Operating system; Telecommunications; Chip","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":[0.0005616468,0.000590182,0.0005548473,0.0006677322,0.0003539135,0.0007039604,0.0009121426,0.0009799093,0.002938574],"category_scores_gemma":[0.0007446209,0.0003563156,0.0003924325,0.0003896956,0.0002592709,0.0008435199,0.0006696299,0.0003798154,0.001777314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001742754,"about_ca_system_score_gemma":0.0003732145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003374189,"about_ca_topic_score_gemma":0.0004324843,"domain_scores_codex":[0.9995399,0.00007664497,0.00004343788,0.0001372794,0.0001651313,0.00003760153],"domain_scores_gemma":[0.9997291,0.00005846736,0.00003266792,0.00002729111,0.00012509,0.00002729897],"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":[0.0002946545,0.0001694341,0.004882713,0.000825638,0.0001051014,0.0006821866,0.000475657,0.00176262,0.6532285,0.002137827,0.003625349,0.3318103],"study_design_scores_gemma":[0.0003522123,0.00582314,0.02841966,0.0004506091,0.0006427662,0.01027987,0.0005701918,0.110095,0.6904144,0.003268871,0.1493196,0.0003636392],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04944098,0.0007807518,0.9426809,0.000324722,0.0003194067,0.0006566278,0.0001761257,0.00212724,0.00349326],"genre_scores_gemma":[0.277541,0.001032553,0.7096511,0.0005379675,0.0001770449,0.0009830941,0.0003352293,0.000145895,0.009596094],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002938574,"threshold_uncertainty_score":0.009830475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02718306127093829,"score_gpt":0.2983468319769559,"score_spread":0.2711637707060176,"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."}}