{"id":"W4323863317","doi":"10.3390/polym15061373","title":"Breaking Barriers in Eye Treatment: Polymeric Nano-Based Drug-Delivery System for Anterior Segment Diseases and Glaucoma","year":2023,"lang":"en","type":"review","venue":"Polymers","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Ottawa; Université de Sherbrooke","funders":"","keywords":"Drug delivery; Drug; Medicine; Bioavailability; Limiting; Glaucoma; Nanotechnology; Pharmacology; Intensive care medicine; Ophthalmology; Materials science; Engineering","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":[0.0003418082,0.0006929493,0.0006477254,0.002311368,0.0003221025,0.0007308502,0.0004336658,0.001028567,0.003357788],"category_scores_gemma":[0.0004016361,0.0002029786,0.0006802645,0.001359993,0.0003291489,0.001191877,0.0004818058,0.001278688,0.001112433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004187663,"about_ca_system_score_gemma":0.0006997409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009392102,"about_ca_topic_score_gemma":0.001685581,"domain_scores_codex":[0.9998341,0.00002768332,0.0000212449,0.00002866665,0.0000699071,0.0000183427],"domain_scores_gemma":[0.9998803,0.00005922794,0.0000230288,0.000003275602,0.00002720231,0.000006982768],"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":[0.00007205016,0.0001426535,0.0001856927,0.04066482,0.0001238369,0.0003171191,0.0001494122,0.0003876074,0.01017736,0.005706953,0.02403661,0.9180359],"study_design_scores_gemma":[0.0000203765,0.0002377031,0.0008653807,0.00499294,0.0001792191,0.001863847,0.00006936263,0.0001928804,0.004016519,0.001272968,0.9862613,0.00002754328],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004004424,0.9973602,0.0002552219,0.0002012053,0.0001777027,0.00001567203,0.00001965084,0.00001056189,0.001559364],"genre_scores_gemma":[0.002589777,0.9952141,0.0004566431,0.0002641823,0.000115156,0.00002165143,0.00003245644,0.000002681438,0.00130348],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003357788,"threshold_uncertainty_score":0.01123297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02010962283408954,"score_gpt":0.2977919154055441,"score_spread":0.2776822925714545,"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."}}