{"id":"W2071865874","doi":"10.1007/s10544-006-9028-0","title":"Microdevice-based delivery of gene products using sonoporation","year":2007,"lang":"en","type":"article","venue":"Biomedical Microdevices","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sonoporation; Transfection; Materials science; Gene delivery; Biomedical engineering; Umbilical vein; Genetic enhancement; Oligonucleotide; Electroporation; Lead zirconate titanate; Sonication; In vitro; Molecular biology; Nanotechnology; Chemistry; Gene; Microbubbles; Medicine; Biology; Optoelectronics; Biochemistry; Chromatography; Ultrasound","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":[0.000171844,0.0003096602,0.0002723836,0.0001939263,0.0001350664,0.0003283854,0.0002760723,0.0003399515,0.0004702068],"category_scores_gemma":[0.0001787273,0.0001937831,0.0002187007,0.000123719,0.0003240971,0.0003193311,0.0002750991,0.0003194085,0.000222424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002273128,"about_ca_system_score_gemma":0.0001976028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002617729,"about_ca_topic_score_gemma":0.000444741,"domain_scores_codex":[0.9999144,0.00001035402,0.000009617093,0.00002125804,0.00002617483,0.00001814991],"domain_scores_gemma":[0.9999099,0.00003767986,0.00002120147,0.000009191324,0.000007774701,0.00001429518],"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":[0.00002153142,0.000007136744,0.0000146959,0.00001716613,0.000001360041,0.00002510874,0.00001054488,0.00008697551,0.9988241,0.000195417,0.00002669385,0.0007693635],"study_design_scores_gemma":[0.000002138466,0.00001167531,0.00005209498,5.642375e-7,0.000001185304,0.00002274323,0.000001481463,0.0002870281,0.9992223,0.00001225352,0.0003853864,0.000001165298],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606743,0.001683372,0.03328242,0.0002193714,0.000108021,0.00008582666,0.0001867507,0.0004329488,0.003326955],"genre_scores_gemma":[0.965861,0.001371308,0.02774989,0.0001040009,0.000023905,0.00008087204,0.0002146578,0.000097681,0.004496678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004702068,"threshold_uncertainty_score":0.00164932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01886822258913949,"score_gpt":0.2263699065239371,"score_spread":0.2075016839347976,"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."}}