{"id":"W2272990307","doi":"","title":"Novel Polysaccharide Based Polymers and Nanoparticles for Controlled Drug Delivery and Biomedical Imaging","year":2012,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; University of Toronto","keywords":"Doxorubicin; Drug delivery; Biocompatibility; Biodistribution; In vivo; Nanoparticle; Materials science; Nanotechnology; Biomedical engineering; Chemistry; Pharmacology; Biophysics; In vitro; Medicine; Biochemistry; Chemotherapy; Organic chemistry; Biotechnology; Surgery; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000222629,0.0002953286,0.0001454458,0.0002193356,0.00007985069,0.0003373911,0.0001587016,0.0002737003,0.0007261525],"category_scores_gemma":[0.0001341475,0.0001686074,0.0002086054,0.0001332819,0.0001695454,0.0003733195,0.0001946154,0.0003760032,0.000291377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002674183,"about_ca_system_score_gemma":0.0002231375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001627246,"about_ca_topic_score_gemma":0.0002996875,"domain_scores_codex":[0.9998971,0.00001331397,0.000006912434,0.00001781149,0.00005031755,0.00001454685],"domain_scores_gemma":[0.9999555,0.000008998482,0.00001555052,0.000004165428,0.000008519607,0.000007302895],"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":[0.00002180587,0.00001792972,0.00004859883,0.0001286171,0.0000059286,0.00005040666,0.00001827108,0.0003978555,0.9841928,0.001487303,0.0001602831,0.01347011],"study_design_scores_gemma":[0.00002212056,0.0002576532,0.0005280648,0.00001849132,0.00001531466,0.000298827,0.000009106685,0.003313143,0.9700126,0.0004410287,0.02506823,0.0000155121],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.71559,0.05896204,0.2033407,0.0009666352,0.0004649197,0.0005040374,0.0004818254,0.0008653235,0.01882459],"genre_scores_gemma":[0.8121613,0.021313,0.1469409,0.0003944533,0.0000994206,0.0003648334,0.0003314362,0.00008518522,0.01830949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007261525,"threshold_uncertainty_score":0.002429247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01165335381485492,"score_gpt":0.2739087440390439,"score_spread":0.2622553902241889,"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."}}