{"id":"W2890293164","doi":"10.1016/j.measurement.2018.09.008","title":"Novel two-measurements-only Cole-Cole bio-impedance parameters extraction technique","year":2018,"lang":"en","type":"article","venue":"Measurement","topic":"Analog and Mixed-Signal Circuit Design","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"University of Patras","keywords":"Electrical impedance; Focused Impedance Measurement; Nonlinear system; Oscillation (cell signaling); Network analyzer (electrical); Amplifier; Dispersion (optics); Output impedance; Mathematics; Electronic engineering; Acoustics; Control theory (sociology); Physics; Computer science; Engineering; Electrical engineering; Optics; Chemistry; Artificial intelligence","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":[0.0006748289,0.001378134,0.001107296,0.0008611517,0.0006048809,0.001280787,0.002033849,0.001419018,0.004329948],"category_scores_gemma":[0.001500789,0.0007737033,0.0006332775,0.001079308,0.0004378821,0.002557198,0.00131578,0.001372184,0.004140663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000482397,"about_ca_system_score_gemma":0.0008758252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004472973,"about_ca_topic_score_gemma":0.001619156,"domain_scores_codex":[0.9982193,0.0001859474,0.00009013875,0.0004564228,0.0009750755,0.00007315452],"domain_scores_gemma":[0.9990415,0.0001880557,0.0001331112,0.0002610669,0.0003428215,0.00003329031],"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":[0.0002163347,0.0001773531,0.000978439,0.0003952446,0.00008269535,0.0001540543,0.0001365442,0.0008188682,0.7278413,0.004450348,0.00371656,0.2610323],"study_design_scores_gemma":[0.00008870429,0.0004521648,0.004341297,0.00005636463,0.0001666408,0.002851184,0.00009104762,0.07230564,0.8609693,0.003304057,0.05521489,0.0001586983],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008298961,0.0003965845,0.9865144,0.0001813076,0.0001653251,0.00007395446,0.0001270162,0.001759659,0.002482799],"genre_scores_gemma":[0.1748442,0.0006854265,0.8082059,0.0005413629,0.0002326715,0.0002688624,0.000597292,0.0004338648,0.01419052],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004329948,"threshold_uncertainty_score":0.01448512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07450535742539695,"score_gpt":0.2647561104407496,"score_spread":0.1902507530153527,"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."}}