{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002935466,0.000111664,0.0001659889,0.0001653588,0.0001108217,0.00001488123,0.00034348,0.00006601176,0.00001750891],"category_scores_gemma":[0.000006843167,0.00009404481,0.0001244943,0.0002913253,0.0003114304,0.00002265089,0.00002274805,0.0001048432,9.693009e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000717147,"about_ca_system_score_gemma":0.0001544001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000345166,"about_ca_topic_score_gemma":0.000006672179,"domain_scores_codex":[0.9989926,0.00001584695,0.0003682387,0.0001990803,0.0002234876,0.0002007959],"domain_scores_gemma":[0.9994579,0.000005526402,0.0002004768,0.0001681091,0.00008220922,0.000085809],"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":[0.000261708,0.00008883182,0.0001457255,0.000009491414,0.00001763435,7.212816e-7,0.0006080195,0.000005018946,0.9944128,0.00006857268,0.00001082736,0.004370667],"study_design_scores_gemma":[0.0003878603,0.0009025782,0.001296983,0.00001802985,0.00002740555,0.00004506817,0.000274629,0.0000356608,0.9968578,0.00002581972,0.00002473046,0.0001034317],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903648,0.000258614,0.006346664,0.00001501811,0.0003450467,0.00008175395,0.000002688266,0.000004037102,0.002581387],"genre_scores_gemma":[0.9994326,0.0000917282,0.000287615,0.00006376501,0.0001032173,0.000002039913,8.14877e-7,0.000007336609,0.00001090531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009067788,"threshold_uncertainty_score":0.3835036,"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."}}