{"id":"W2256535908","doi":"10.1089/gen.34.04.12","title":"Transfection: Viral and Synthetic Techniques Converge","year":2014,"lang":"en","type":"article","venue":"Genetic Engineering & Biotechnology News","topic":"RNA Interference and Gene Delivery","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Transfection; Lipofectamine; Biology; Virology; Molecular biology; Gene; Genetics; Vector (molecular biology); Recombinant DNA","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007816886,0.0001878644,0.0001596001,0.0001085135,0.00004462324,0.00001534726,0.0001749137,0.0004310474,0.00001160346],"category_scores_gemma":[0.000044501,0.0001911392,0.00005629836,0.0000725986,0.0001018504,0.000002696106,0.00007285694,0.0001464353,0.00001382144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007277061,"about_ca_system_score_gemma":0.00001102967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001815211,"about_ca_topic_score_gemma":0.00001310163,"domain_scores_codex":[0.9991098,0.00001850513,0.0001724334,0.0003782768,0.00005319316,0.0002677786],"domain_scores_gemma":[0.9995205,0.000007526659,0.00002719048,0.0003685403,0.00002174185,0.00005443958],"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":[0.00001113394,0.000012539,0.0003048397,0.00001848682,0.00002680143,0.000002005056,0.000008634804,0.00007822939,0.9621333,0.0003017724,0.0002254913,0.03687679],"study_design_scores_gemma":[0.0001895142,0.0007168816,0.000950999,0.00001992528,0.0000193749,0.0001412771,0.00001108157,0.0008507343,0.9349181,0.0001019864,0.06182743,0.0002526797],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.899991,0.0009373915,0.0978874,0.0004656453,0.0001957951,0.0001367831,0.00000345574,0.0001702709,0.0002122552],"genre_scores_gemma":[0.9926206,0.001093367,0.005753775,0.0001832981,0.0001525133,0.00003511664,0.00000821474,0.00002722964,0.0001258988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09262959,"threshold_uncertainty_score":0.7794432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002586031464486485,"score_gpt":0.1815680223903234,"score_spread":0.1789819909258369,"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."}}