{"id":"W2939819428","doi":"10.1021/acs.analchem.9b01104","title":"Continuous Cell Characterization and Separation by Microfluidic Alternating Current Dielectrophoresis","year":2019,"lang":"en","type":"article","venue":"Analytical Chemistry","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dielectrophoresis; Body orifice; Chemistry; Microfluidics; Electric field; Alternating current; Yeast; Electrophoresis; Electrode; Nanotechnology; Dielectric; Analytical Chemistry (journal); Optoelectronics; Voltage; Chromatography; Materials science; Electrical engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002756542,0.0005676654,0.0003848376,0.0005432332,0.000334802,0.0004331027,0.0004960548,0.0004175557,0.0003494774],"category_scores_gemma":[0.0003638486,0.0001625875,0.0001742224,0.0003207478,0.0003243654,0.0004132998,0.0003496952,0.0005067791,0.0002509687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001956195,"about_ca_system_score_gemma":0.0003181226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004841727,"about_ca_topic_score_gemma":0.0005153752,"domain_scores_codex":[0.9997362,0.00002078095,0.00002157648,0.00008439425,0.0001072928,0.00002970305],"domain_scores_gemma":[0.9997208,0.00009440265,0.00004879614,0.00003009531,0.00007137081,0.00003461878],"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":[0.00001615764,0.00001495836,0.0001264507,0.00003487397,0.000002145317,0.00002275377,0.00001633477,0.00008508218,0.9959533,0.00008454737,0.00003262891,0.003610769],"study_design_scores_gemma":[0.000006877715,0.0000894867,0.001536615,0.000004246506,0.00001039122,0.0001197322,0.00001411798,0.004496517,0.9914823,0.00009001189,0.002135418,0.00001443839],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7186456,0.005767231,0.27149,0.0002172805,0.0001750508,0.0003065959,0.001108914,0.0007113506,0.001577986],"genre_scores_gemma":[0.7144709,0.003876376,0.2776011,0.0001612977,0.00009211218,0.0006103067,0.001268996,0.00006849342,0.001850556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005676654,"threshold_uncertainty_score":0.00145781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003732893808105482,"score_gpt":0.2033806762569863,"score_spread":0.1996477824488808,"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."}}