{"id":"W2135047086","doi":"10.1002/app.35179","title":"Improved transfection efficiency of chitosan‐DNA complexes employing reverse transfection","year":2011,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"RNA Interference and Gene Delivery","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Clinical Research Institute","funders":"","keywords":"Transfection; Chitosan; Lipofectamine; Green fluorescent protein; Chemistry; Molecular biology; Cytotoxicity; DNA; Dynamic light scattering; Biophysics; Materials science; Biology; Nanotechnology; In vitro; Biochemistry; Gene; Recombinant DNA; Nanoparticle","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":[0.0008890929,0.0005991057,0.0006846125,0.0004340248,0.0001993439,0.0007788334,0.0004573497,0.0005459769,0.0008016947],"category_scores_gemma":[0.0009172921,0.0002598,0.0003663742,0.0003389678,0.0003752178,0.0004909856,0.0003330717,0.0006479662,0.0004503978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00073776,"about_ca_system_score_gemma":0.0003680198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001002638,"about_ca_topic_score_gemma":0.001322633,"domain_scores_codex":[0.9992096,0.0001561429,0.0001082265,0.0001911815,0.0002514944,0.00008333458],"domain_scores_gemma":[0.9995079,0.0001765593,0.00008636294,0.0000485185,0.0001574681,0.00002311661],"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":[0.00002902058,0.00001016842,0.00004044824,0.00004280284,0.000004173274,0.00001632204,0.00001210716,0.00004034911,0.9987883,0.00005249999,0.00001830748,0.0009454605],"study_design_scores_gemma":[0.000003542774,0.00006755237,0.0001733867,0.000002106189,0.00001315281,0.00004177847,0.000003316911,0.0003424933,0.9985958,0.000005894055,0.0007470599,0.000003994466],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9345905,0.003305743,0.05810633,0.000193804,0.0001464937,0.0002678689,0.000361919,0.0004305715,0.002596666],"genre_scores_gemma":[0.9423302,0.001634608,0.04940841,0.00008769328,0.00002472873,0.0001712737,0.0008288634,0.0001462152,0.005368098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001002638,"threshold_uncertainty_score":0.005352795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01485438986853619,"score_gpt":0.2336106655505319,"score_spread":0.2187562756819957,"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."}}