{"id":"W2360222879","doi":"","title":"Preparation and controlled release properties of cell outer membrane mimetic structures of chitosan nanoparticles","year":2014,"lang":"en","type":"article","venue":"Journal of Functional Biomaterials","topic":"RNA Interference and Gene Delivery","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Materials science; Dynamic light scattering; Nanoparticle; Zeta potential; Chitosan; Drug delivery; Potassium persulfate; Membrane; Chemical engineering; Polymerization; Methacrylic acid; Transmission electron microscopy; Monomer; Nanotechnology; Polymer; Chemistry; Composite material; Biochemistry","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":[0.0001867832,0.00008196442,0.0002679728,0.00005466087,0.00002099185,0.00001457741,0.00005872922,0.00006148576,0.00002290801],"category_scores_gemma":[0.00009746358,0.00005431523,0.00008233976,0.00002061885,0.00007062111,0.000009927074,0.00002157297,0.00001244652,4.522102e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001484695,"about_ca_system_score_gemma":0.00003860161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005343707,"about_ca_topic_score_gemma":9.821856e-7,"domain_scores_codex":[0.9991368,0.00009860094,0.0004846685,0.00008579714,0.0001277319,0.00006636673],"domain_scores_gemma":[0.9992854,0.00001295122,0.0004511174,0.00008556731,0.0001296065,0.00003535116],"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":[0.00401212,0.00004951142,0.0002021944,0.00006476846,0.00008969817,3.890226e-7,0.00003534314,0.0001014607,0.995259,0.0000129951,0.00008138317,0.00009116098],"study_design_scores_gemma":[0.001676964,0.00102342,0.002185846,0.00003366557,0.00006136848,0.00003585116,0.00002950886,0.00002611942,0.9947612,0.00005436323,0.00005562903,0.00005607097],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988947,0.0005195477,0.0001119053,0.00004227864,0.0002971349,0.00008178571,0.000008458202,0.000001188606,0.00004301648],"genre_scores_gemma":[0.9994448,0.00007968446,0.0001903414,0.00003568987,0.0002133611,0.000002171421,0.000005800496,0.000005061148,0.00002307554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002335156,"threshold_uncertainty_score":0.2214911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01099275150991989,"score_gpt":0.223990629679345,"score_spread":0.2129978781694251,"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."}}