{"id":"W7074023825","doi":"","title":"A novel method for synthesizing PEGylated chitosan nanoparticles: strategy, preparation, and in vitro analysis","year":2011,"lang":"en","type":"other","venue":"Dove Medical Press (Taylor and Francis Group)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chitosan; Biocompatibility; Polymer; PEGylation; Derivatization; Gene delivery; Nanoparticle; PEG ratio","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004950711,0.0003479682,0.0009858744,0.0002992461,0.00005292279,0.00004181351,0.0001389057,0.0006089968,0.000284345],"category_scores_gemma":[0.001258792,0.0002773796,0.0001469007,0.0002806916,0.0001821278,0.00005282636,0.00008648543,0.000369649,0.000001909717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001128573,"about_ca_system_score_gemma":0.000005584131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00262436,"about_ca_topic_score_gemma":0.0006386395,"domain_scores_codex":[0.9979756,0.00008535795,0.000486958,0.0006529722,0.0004044157,0.0003946563],"domain_scores_gemma":[0.9983077,0.0006622123,0.0001811251,0.0003288853,0.0000291068,0.0004909672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004448098,0.001400765,0.00346025,0.002025824,0.00388504,0.0001872654,0.00147299,0.00002094782,0.02704152,0.000927632,0.0008388667,0.9542908],"study_design_scores_gemma":[0.01053995,0.0008781202,0.006223438,0.0002595535,0.007322494,0.0001457087,0.0002347227,0.9563941,0.01047267,0.0003729086,0.005832611,0.001323767],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0006482267,0.0115194,0.961988,0.0001144371,0.0001379633,0.001117808,0.0003743035,0.0001710906,0.02392873],"genre_scores_gemma":[0.9803913,0.00004733341,0.01806929,0.0002755592,0.00032044,0.0001934785,0.00030552,0.0001570277,0.0002400349],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9797431,"threshold_uncertainty_score":0.9999678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02837556340065871,"score_gpt":0.3101765662205095,"score_spread":0.2818010028198508,"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."}}