{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001144618,0.0006466602,0.002259059,0.0005089214,0.0001254158,0.00004883372,0.000123668,0.0001954749,0.00002614521],"category_scores_gemma":[0.00002364759,0.0005158563,0.0008070182,0.0004139961,0.00007122878,0.00005980479,0.00004406166,0.0001201625,0.00002595111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007216647,"about_ca_system_score_gemma":0.0008637492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009899483,"about_ca_topic_score_gemma":0.00007819368,"domain_scores_codex":[0.9976268,0.0001370646,0.0006660818,0.0006746378,0.0002458643,0.0006495467],"domain_scores_gemma":[0.9985638,0.0002170355,0.0002913791,0.0004619317,0.00002090521,0.0004449893],"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":[0.0001802923,0.00008492035,0.006285798,0.04275713,0.0008541304,0.0004079328,0.0001529422,1.039896e-7,0.00004974238,0.000008711052,0.00001273723,0.9492056],"study_design_scores_gemma":[0.01246769,0.0016037,0.002137236,0.2237332,0.02262991,0.00008062775,0.003816178,0.0003464688,0.0005598021,0.000001472883,0.7298913,0.002732453],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01459246,0.9819099,0.0000076587,0.0000772304,0.0004381602,0.002171625,0.0005608415,0.0001823748,0.00005972495],"genre_scores_gemma":[0.01067131,0.9869791,0.00002735747,0.0001118776,0.000167542,0.0007417783,0.0002835412,0.0001885874,0.0008289031],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9464731,"threshold_uncertainty_score":0.9997293,"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."}}