{"id":"W1503393355","doi":"10.1109/sensor.2005.1496394","title":"Mems-based sonoporation devices for intratumoral gene therapy","year":2005,"lang":"en","type":"article","venue":"","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sonoporation; Transfection; Umbilical vein; Genetic enhancement; Oligonucleotide; Cavitation; In vitro; Human umbilical vein endothelial cell; Gene delivery; Biomedical engineering; Molecular biology; Chemistry; Cancer research; Materials science; Gene; Medicine; Biology; Microbubbles; Ultrasound; Biochemistry; Radiology","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":[0.0001051547,0.0002594609,0.000173592,0.0001498574,0.0001454712,0.0001793151,0.0002294592,0.0003312685,0.0009185484],"category_scores_gemma":[0.0001598819,0.0001477511,0.0001746614,0.0001011893,0.0001698897,0.0002578692,0.0001631158,0.0002636804,0.0002991077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002223324,"about_ca_system_score_gemma":0.00009107564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001681399,"about_ca_topic_score_gemma":0.0003416719,"domain_scores_codex":[0.9999156,0.00001433348,0.000004338644,0.00001341637,0.00004342289,0.000008930594],"domain_scores_gemma":[0.9999363,0.0000314902,0.00001424411,0.000003710338,0.00001053729,0.000003756577],"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":[0.00004193079,0.00001164309,0.0001297251,0.00009822498,0.000008658082,0.00005436602,0.00002226125,0.000343555,0.9800501,0.0007502356,0.0004091502,0.01808005],"study_design_scores_gemma":[0.0000149143,0.0001879554,0.0008806071,0.000009071786,0.00002565423,0.0003303557,0.00002005546,0.00402566,0.9755985,0.0002065582,0.01868951,0.00001111081],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6147848,0.03827212,0.325069,0.002004429,0.001237132,0.0002578136,0.0005942175,0.002109786,0.01567072],"genre_scores_gemma":[0.8099554,0.0130176,0.1645587,0.0005018158,0.0002857423,0.0002819848,0.0002248074,0.00007687305,0.01109696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009185484,"threshold_uncertainty_score":0.003072798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02054627057761543,"score_gpt":0.2270053434976449,"score_spread":0.2064590729200295,"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."}}