{"id":"W2017700229","doi":"10.1002/mabi.201100419","title":"Nanomaterials for Ocular Drug Delivery","year":2012,"lang":"en","type":"review","venue":"Macromolecular Bioscience","topic":"Advanced Drug Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":184,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Drug delivery; Niosome; Drug; Bioavailability; Nanotechnology; Liposome; Self-healing hydrogels; Targeted drug delivery; Pharmacology; Medicine; Chemistry; 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":[0.002302677,0.0008687357,0.001860138,0.0003016509,0.0005480021,0.00009575389,0.001501445,0.0008425651,0.0003548795],"category_scores_gemma":[0.000150393,0.0007649207,0.000876228,0.0006210607,0.0005116873,0.0002387081,0.0004197686,0.000568275,0.0009877343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002919911,"about_ca_system_score_gemma":0.0004336436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001045179,"about_ca_topic_score_gemma":0.000002040248,"domain_scores_codex":[0.994749,0.001145847,0.001077736,0.001125183,0.0003739539,0.001528323],"domain_scores_gemma":[0.9972054,0.000517013,0.0007654046,0.0007929251,0.0001656902,0.0005535614],"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":[0.00003021935,0.0002208741,0.000002935297,0.01266572,0.00030043,0.0001543967,0.0001374155,0.00001124835,0.007440714,0.0005068413,0.003046909,0.9754823],"study_design_scores_gemma":[0.0003286226,0.00004339746,1.113818e-7,0.0008723658,0.001291111,0.0002379041,0.00001072755,0.00006220989,0.004583677,0.0000507348,0.9916635,0.0008556556],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001870607,0.9870429,0.001541708,0.00002447805,0.006690461,0.002936868,0.001018527,0.0001874625,0.0003705587],"genre_scores_gemma":[0.0003518811,0.9944128,0.001495585,0.0004153008,0.0007432967,0.0008217357,0.0002715634,0.0001389393,0.001348938],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9886166,"threshold_uncertainty_score":0.9997901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2118042655857476,"score_gpt":0.4798126902425004,"score_spread":0.2680084246567528,"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."}}