{"id":"W2330439201","doi":"10.1021/am303029k","title":"Substrate-Mediated Gene Delivery from Glycol-Chitosan/Hyaluronic Acid Polyelectrolyte Multilayer Films","year":2013,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Polyelectrolyte; Transfection; Materials science; Chitosan; Gene delivery; Substrate (aquarium); Biophysics; Nanotechnology; Chemical engineering; Hyaluronic acid; Nucleic acid; Polymer; Biochemistry; Chemistry; Biology; Gene; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002538502,0.0007592406,0.0009384726,0.0001588296,0.0003179709,0.00086367,0.0009535249,0.0002929102,0.01489779],"category_scores_gemma":[0.0000595607,0.0006674291,0.00005437772,0.0001934075,0.0002894271,0.0007728412,0.0005486949,0.0002660609,0.01437095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008841877,"about_ca_system_score_gemma":0.0000942465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004398879,"about_ca_topic_score_gemma":0.0001407864,"domain_scores_codex":[0.9958203,0.0001703616,0.001144574,0.001130052,0.0005678579,0.001166829],"domain_scores_gemma":[0.9979471,0.0003179857,0.0005807671,0.0008284283,0.0001289378,0.0001968014],"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":[0.0003720245,0.0001076332,0.0000657642,0.00001874542,0.0001513175,0.000007795551,0.0006082784,0.00003265012,0.9960204,0.00002191213,0.002358827,0.000234613],"study_design_scores_gemma":[0.0008884916,0.0001152657,0.001542748,0.0000406763,0.00007047111,0.000009577299,0.0006224814,0.00000778214,0.995683,0.0001601478,0.000165588,0.000693768],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924207,0.00141268,0.00002411365,0.0002742999,0.002720431,0.0008608123,0.0006137716,0.0005957597,0.001077387],"genre_scores_gemma":[0.9968851,0.0002105511,0.0008763579,0.0005755698,0.0003236122,0.0006662784,0.0001287628,0.0001142129,0.0002195049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004464405,"threshold_uncertainty_score":0.9995777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01106924875894429,"score_gpt":0.222927526272598,"score_spread":0.2118582775136537,"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."}}