{"id":"W2068233817","doi":"10.1016/j.ultrasmedbio.2010.06.019","title":"In Vitro Gene Transfer by Electrosonoporation","year":2010,"lang":"en","type":"article","venue":"Ultrasound in Medicine & Biology","topic":"Microbial Inactivation Methods","field":"Biochemistry, Genetics and Molecular Biology","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Institut National Du Cancer; CNIB","keywords":"Electroporation; Sonoporation; Transfection; Microbubbles; In vitro; Gene delivery; Molecular biology; Cell biology; Green fluorescent protein; Plasmid; Chemistry; DNA; Biophysics; Gene; Biology; Medicine; Ultrasound; Biochemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000327803,0.0005729429,0.0002682387,0.0002286503,0.000211085,0.0003460168,0.0004006221,0.0003169593,0.001984517],"category_scores_gemma":[0.0002062224,0.0002253104,0.0003428977,0.0001897954,0.0003986618,0.0002683065,0.0004360668,0.0009092682,0.0009815735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001933503,"about_ca_system_score_gemma":0.0001954316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003318372,"about_ca_topic_score_gemma":0.0005327417,"domain_scores_codex":[0.9997526,0.00004345956,0.00002420291,0.00005465875,0.00006826945,0.00005681508],"domain_scores_gemma":[0.9998176,0.00006578929,0.00003750792,0.00004015375,0.00001448691,0.00002448614],"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":[0.00001754291,0.000009635622,0.00001849942,0.00001298827,0.000001494563,0.00001707021,0.00001341143,0.00002384616,0.9990701,0.0001341784,0.00001669948,0.0006645248],"study_design_scores_gemma":[0.000001044156,0.00001757593,0.00008184484,7.178455e-7,0.000001869397,0.00002113572,0.000001737495,0.00005920387,0.9990461,0.00001249225,0.0007553766,7.854752e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8654995,0.002050678,0.1195714,0.0002551115,0.0003029764,0.00023036,0.0008166583,0.001111711,0.01016152],"genre_scores_gemma":[0.9574359,0.001423154,0.02258826,0.0001078651,0.00004481419,0.000145629,0.0009348586,0.0002227258,0.01709681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001984517,"threshold_uncertainty_score":0.006638825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007915086693472396,"score_gpt":0.3023846203445484,"score_spread":0.294469533651076,"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."}}