{"id":"W2070782351","doi":"10.1109/tbme.2013.2291794","title":"Investigation of Low-Voltage Pulse Parameters on Electroporation and Electrical Lysis Using a Microfluidic Device With Interdigitated Electrodes","year":2014,"lang":"en","type":"article","venue":"IEEE Transactions on Biomedical Engineering","topic":"Microbial Inactivation Methods","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Carleton University","funders":"","keywords":"Electroporation; Materials science; Microfluidics; Excitation; Lysis; Electrode; Pulse (music); Voltage; Electric field; Optoelectronics; Lab-on-a-chip; Analytical Chemistry (journal); Nanotechnology; Chemistry; Electrical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003573646,0.0003908469,0.0002061632,0.0001843356,0.0001433339,0.0002782659,0.0003644305,0.0003418214,0.0006326751],"category_scores_gemma":[0.0009699031,0.0001478448,0.0001347049,0.0002180349,0.0002595989,0.000405595,0.0001398053,0.0002928129,0.0002005482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003954325,"about_ca_system_score_gemma":0.0001927811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004028941,"about_ca_topic_score_gemma":0.0005047233,"domain_scores_codex":[0.9998013,0.00002337536,0.00001455695,0.00004659966,0.00007664235,0.00003753193],"domain_scores_gemma":[0.9993723,0.0003941797,0.00009282901,0.00003400828,0.00008754383,0.00001916857],"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":[0.00010272,0.0000341339,0.0003747276,0.00008994809,0.000005576193,0.00005882288,0.0000460608,0.0009195517,0.993674,0.0001400866,0.00007915771,0.004475184],"study_design_scores_gemma":[0.000006970846,0.0001314294,0.002114339,0.0000061309,0.00001061723,0.00003848421,0.00001797483,0.005501207,0.9916368,0.00003813439,0.0004898718,0.000007935706],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840918,0.001277286,0.01241444,0.0001279175,0.00004537097,0.00003612176,0.0001930569,0.0001707887,0.001643248],"genre_scores_gemma":[0.9938865,0.0005784534,0.004946733,0.00003827894,0.00001199011,0.00003176179,0.00008594908,0.00002437924,0.0003959079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006326751,"threshold_uncertainty_score":0.00286907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01106928550405764,"score_gpt":0.2348322326680859,"score_spread":0.2237629471640283,"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."}}