{"id":"W1965152877","doi":"10.1109/memsys.2013.6474443","title":"Rapid measurement of specific membrane capacitance and cytoplasm conductivity on single cells","year":2013,"lang":"en","type":"article","venue":"","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Cytoplasm; Capacitance; Electrical impedance; Membrane; Conductivity; Materials science; Microfluidics; Electrical resistivity and conductivity; Cell; Membrane potential; Cell membrane; Biophysics; Biomedical engineering; Optoelectronics; Nanotechnology; Chemistry; Cell biology; Electrical engineering; Electrode; Biology; Engineering; Biochemistry","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":[0.0004813725,0.0003472902,0.0005104722,0.0007009372,0.0002803796,0.0004388893,0.0004567581,0.0007638634,0.0008321163],"category_scores_gemma":[0.001222859,0.0002131567,0.000205613,0.0004153005,0.0003568454,0.0009612857,0.0004568906,0.000675423,0.0004317019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002927004,"about_ca_system_score_gemma":0.0002453203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002769582,"about_ca_topic_score_gemma":0.0005701776,"domain_scores_codex":[0.9992737,0.00006308593,0.00002934479,0.0001681797,0.0004198946,0.00004586064],"domain_scores_gemma":[0.9990143,0.0004974263,0.0001239883,0.00008938005,0.0002054451,0.00006953614],"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":[0.00002008478,0.00001036494,0.0003723835,0.00003750117,0.000003612226,0.00003322001,0.00002471498,0.000191323,0.9928066,0.0001614146,0.00006530634,0.00627341],"study_design_scores_gemma":[0.000007412766,0.0001262106,0.002947557,0.000007545818,0.00001236185,0.0003416935,0.00004505489,0.008765653,0.9856393,0.0003117951,0.001777709,0.00001777059],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5368742,0.002228718,0.4552186,0.0003177292,0.0001886342,0.0001983626,0.0009194697,0.0008458746,0.003208457],"genre_scores_gemma":[0.8012223,0.001972487,0.1928523,0.000200473,0.00009025288,0.0003944044,0.0005820813,0.00007798307,0.002607737],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0008321163,"threshold_uncertainty_score":0.002783716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03439948953612596,"score_gpt":0.1663973408284371,"score_spread":0.1319978512923111,"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."}}