{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000645528,0.0001493483,0.0002230117,0.0001072014,0.00002458316,0.000004216293,0.0001592019,0.0002960838,0.0002081048],"category_scores_gemma":[0.0006898828,0.0001308224,0.00002739991,0.0001861844,0.000204466,0.000005719975,0.00001159399,0.0003694407,0.000005320745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002641988,"about_ca_system_score_gemma":0.00006327726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002193761,"about_ca_topic_score_gemma":0.0003479492,"domain_scores_codex":[0.9988082,0.0001842689,0.0003245395,0.000359674,0.00004778404,0.0002755136],"domain_scores_gemma":[0.9995407,0.00009483813,0.00004050537,0.0002318355,0.0000435219,0.00004863311],"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":[0.0001143044,0.00003774322,0.001267873,0.000003139056,0.000005838713,7.900934e-7,0.00006843533,0.000001258489,0.9937112,0.0002030211,0.00298989,0.001596472],"study_design_scores_gemma":[0.0007720392,0.0002256138,0.0005771248,0.000002208118,0.000003407879,0.00002128184,0.00001942091,0.000005034466,0.8754653,0.0005567996,0.1222315,0.0001203067],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849193,0.00025006,0.01244535,0.0009362946,0.0003895099,0.0001863974,0.00001603619,0.000007582589,0.0008494889],"genre_scores_gemma":[0.9934524,0.0002487251,0.002869465,0.001853347,0.0004209197,0.00001833089,0.0008892962,0.00001643658,0.0002310292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1192416,"threshold_uncertainty_score":0.5334784,"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."}}