{"id":"W2792816408","doi":"10.1109/tim.2018.2806950","title":"Effect of Pressure on Skin-Electrode Impedance in Wearable Biomedical Measurement Devices","year":2018,"lang":"en","type":"article","venue":"IEEE Transactions on Instrumentation and Measurement","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Ottawa","funders":"","keywords":"Electrode; Electrical impedance; Materials science; Biomedical engineering; Electrical conductor; Optoelectronics; Acoustics; Composite material; Analytical Chemistry (journal); Electrical engineering; Chemistry; Medicine; Engineering; Physics; Chromatography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005723811,0.00016792,0.0001996782,0.0001566299,0.00007431921,0.00001815261,0.00005651527,0.00005961552,0.00004608217],"category_scores_gemma":[0.00001105347,0.0001505212,0.00003334025,0.0001559032,0.00005987579,0.0001014356,5.1896e-7,0.0001017227,0.000008966421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001396117,"about_ca_system_score_gemma":0.00001811287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000484433,"about_ca_topic_score_gemma":0.0001739838,"domain_scores_codex":[0.9986689,0.00009230052,0.0002912246,0.0001891893,0.0005549159,0.0002034589],"domain_scores_gemma":[0.9996611,0.00002628487,0.00004440737,0.0001238538,0.00007486374,0.00006943104],"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":[0.0004822269,0.0001607726,0.00005375085,0.0004424608,0.0001404734,0.000001034707,0.0004459491,0.04851801,0.7726672,0.0000331729,0.00005338524,0.1770016],"study_design_scores_gemma":[0.00131873,0.001048559,0.0005491314,0.0003165614,0.00004436679,0.000002202344,0.00003240283,0.003034681,0.992543,0.0000138233,0.000957632,0.0001388462],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9461709,0.0001323526,0.05137698,0.00003762685,0.0009056518,0.0003484458,0.00001142682,0.0001151939,0.0009014329],"genre_scores_gemma":[0.999485,0.0001019345,0.0002396228,0.00003192155,0.00004213257,0.00006278637,0.000001034849,0.00001913188,0.00001641007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2198759,"threshold_uncertainty_score":0.6138077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01799211739235607,"score_gpt":0.2512247118842443,"score_spread":0.2332325944918882,"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."}}