{"id":"W3136694377","doi":"10.1016/b978-0-12-814657-6.00012-4","title":"Polymeric nanomaterials for ocular drug delivery","year":2021,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Advanced Drug Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Drug delivery; Cornea; Drug; Corneal disease; Liposome; Medicine; Nanotechnology; Ophthalmology; Pharmacology; Materials science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001549519,0.0006771632,0.0002591918,0.0007489763,0.0002087015,0.0007354214,0.0003457255,0.0007463625,0.01977789],"category_scores_gemma":[0.0001076459,0.0002355714,0.0002674142,0.0004935501,0.0002050702,0.0008457272,0.0005020724,0.0007179128,0.008374531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003257786,"about_ca_system_score_gemma":0.0001971861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003388744,"about_ca_topic_score_gemma":0.001026445,"domain_scores_codex":[0.9998988,0.000008782965,0.000004522341,0.00001822563,0.00006034374,0.000009290417],"domain_scores_gemma":[0.9999704,0.00001027894,0.000005401423,0.000003163726,0.000008042273,0.000002779969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004552227,0.00009765637,0.00007604224,0.001049543,0.00001718849,0.0003554034,0.00006647308,0.0007376373,0.2676063,0.01662023,0.02995441,0.6833736],"study_design_scores_gemma":[0.00001031669,0.0001873171,0.0003821851,0.0002896392,0.00002576709,0.001342128,0.00004252872,0.001354516,0.1297204,0.004793842,0.8618316,0.00001978773],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.01953364,0.3878567,0.05425853,0.001575639,0.003020639,0.0001352284,0.0003284817,0.0009404516,0.5323507],"genre_scores_gemma":[0.05294879,0.1371778,0.02637318,0.0009865791,0.0006727064,0.0001091704,0.0002973642,0.0002531835,0.7811812],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01977789,"threshold_uncertainty_score":0.06616366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06536847150524248,"score_gpt":0.3655432420527754,"score_spread":0.3001747705475329,"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."}}