{"id":"W3043136211","doi":"10.3390/nano10071400","title":"Mucoadhesive Nanoparticles for Drug Delivery to the Anterior Eye","year":2020,"lang":"en","type":"article","venue":"Nanomaterials","topic":"Advanced Drug Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Drug delivery; Nanoparticle; Drug; Nanotechnology; Materials science; Pharmacology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002121512,0.0002716092,0.0001796298,0.0001709443,0.0001298756,0.0002572953,0.0001535262,0.0003130295,0.0004871819],"category_scores_gemma":[0.0001445725,0.0001480304,0.0002208046,0.00007561528,0.0001321468,0.0002618296,0.0001764823,0.0003546425,0.0002294918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003140593,"about_ca_system_score_gemma":0.0002109496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000861503,"about_ca_topic_score_gemma":0.001275592,"domain_scores_codex":[0.9999145,0.0000130104,0.000006339222,0.00001974811,0.00003365572,0.00001276745],"domain_scores_gemma":[0.9999493,0.000009683141,0.00001399281,0.000003713642,0.00001423433,0.000009109813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001560911,0.0000113883,0.00001943534,0.00003619635,0.000002719224,0.00001989952,0.000007859951,0.00007387041,0.997373,0.00008489249,0.0000276127,0.002327567],"study_design_scores_gemma":[0.00001104579,0.000301401,0.0004234621,0.000009249506,0.00001197468,0.0001158592,0.00000765544,0.00129058,0.9945846,0.00003991089,0.003198939,0.000005297642],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9284667,0.01511571,0.0507652,0.0004099486,0.0001493545,0.0001692784,0.0001885004,0.000309593,0.004425719],"genre_scores_gemma":[0.9633937,0.004983306,0.02633961,0.0001358574,0.00002496955,0.00007880502,0.0001115339,0.00003600306,0.004896348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000861503,"threshold_uncertainty_score":0.002278626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1082802392497915,"score_gpt":0.4129549689689113,"score_spread":0.3046747297191198,"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."}}