{"id":"W1997358250","doi":"10.1007/s10856-012-4638-y","title":"The application of layered double hydroxide clay (LDH)-poly(lactide-co-glycolic acid) (PLGA) film composites for the controlled release of antibiotics","year":2012,"lang":"en","type":"article","venue":"Journal of Materials Science Materials in Medicine","topic":"Layered Double Hydroxides Synthesis and Applications","field":"Materials Science","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Materials science; Glycolic acid; Hydroxide; PLGA; Composite material; Layered double hydroxides; Chemical engineering; Lactic acid; Nanotechnology; 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":[0.01415537,0.0002934353,0.001344725,0.0002697069,0.0004740618,0.0001591931,0.001637437,0.0001187464,0.000173815],"category_scores_gemma":[0.001159331,0.0001481056,0.0001264747,0.0005107861,0.001766938,0.0005662584,0.0001414745,0.0001066646,0.00001052548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001118588,"about_ca_system_score_gemma":0.0002449322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002565008,"about_ca_topic_score_gemma":0.000009704803,"domain_scores_codex":[0.9950246,0.0003059783,0.002648477,0.0002851615,0.001064975,0.0006707777],"domain_scores_gemma":[0.9933333,0.00165299,0.003427038,0.0007858189,0.0006148499,0.0001859417],"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":[0.002238804,0.0001858361,0.000156043,0.0001134467,0.00002718049,6.680203e-7,0.0004336029,0.0002050387,0.9926304,0.003662332,0.000175502,0.00017116],"study_design_scores_gemma":[0.00394085,0.0002447361,0.0008811187,0.0002322965,0.0001453306,0.00005684507,0.0005917437,0.0001928513,0.9926584,0.0004681527,0.0004361167,0.0001516111],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908357,0.001129379,0.003145135,0.001550897,0.001680439,0.0014571,0.00008024936,0.00001484873,0.000106239],"genre_scores_gemma":[0.9964005,0.0003440434,0.002333375,0.00008633824,0.0007330454,0.00004765609,0.0000048814,0.00002858841,0.00002158591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01299604,"threshold_uncertainty_score":0.6510358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02541486539674644,"score_gpt":0.3170451594135109,"score_spread":0.2916302940167645,"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."}}