{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007343388,0.0008930062,0.001368379,0.0002088079,0.0003827121,0.00005716957,0.0005608743,0.0009160017,0.002724547],"category_scores_gemma":[0.00004259847,0.0009468893,0.0007067647,0.0000241544,0.0002963518,0.00008493524,0.000272534,0.0008188711,0.0006494296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002415236,"about_ca_system_score_gemma":0.0003947345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001116072,"about_ca_topic_score_gemma":0.00001447491,"domain_scores_codex":[0.9964349,0.0002882826,0.001077146,0.001034828,0.0003093035,0.0008555068],"domain_scores_gemma":[0.9972499,0.0005706688,0.0006943741,0.0007684499,0.0003281369,0.0003884632],"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":[0.000227021,0.00003537179,0.000006606241,0.0005015691,0.0009857689,0.0003047227,0.0002790402,0.00001632664,0.01324581,0.003940043,0.002852687,0.977605],"study_design_scores_gemma":[0.001130069,0.00005294675,7.453437e-7,0.0002430896,0.0006914142,0.000100795,0.00002526546,0.00003661969,0.02141665,0.001558845,0.9738079,0.0009356755],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001582756,0.03904225,0.00003105109,0.00009445849,0.00800696,0.002353267,0.00100841,0.000255877,0.947625],"genre_scores_gemma":[0.002737024,0.001224314,0.0005320759,0.001986043,0.002119428,0.0003912366,0.0003767436,0.0002799304,0.9903532],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9766694,"threshold_uncertainty_score":0.9992982,"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."}}