{"id":"W2574895865","doi":"","title":"Phenylboronic acid based polymeric micelles for mucoadhesive anterior segment ocular drug delivery.","year":2016,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Advanced Drug Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Phenylboronic acid; Micelle; Drug delivery; Drug; Chemistry; Pharmacology; Medicine; Organic chemistry","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","sts"],"consensus_categories":[],"category_scores_codex":[0.001777356,0.0005539804,0.0006173641,0.0003432104,0.0009972482,0.00003897503,0.001129133,0.0002909318,0.0006709798],"category_scores_gemma":[0.0006142194,0.0004238971,0.0002142832,0.0008139616,0.007372828,0.0006487402,0.0003062742,0.0003819294,0.000352433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000606947,"about_ca_system_score_gemma":0.001097929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006386459,"about_ca_topic_score_gemma":0.000007959073,"domain_scores_codex":[0.9951164,0.0008475889,0.0006979778,0.001337469,0.0004598136,0.001540811],"domain_scores_gemma":[0.9964398,0.001286955,0.0005357908,0.0004257136,0.000507706,0.0008040773],"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":[0.000318462,0.0002245669,0.009439256,0.00003660097,0.00008065798,0.0001302203,0.0006520714,0.00006509119,0.9842208,0.00008749395,0.0002277929,0.004516961],"study_design_scores_gemma":[0.002355452,0.0007186296,0.002377126,0.0001169997,0.00008655217,0.0001311396,0.0004262061,0.002818048,0.9857652,0.000966362,0.003644054,0.0005941906],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927777,0.00159925,0.0003223407,0.00159279,0.001677786,0.001362948,0.0001691703,0.0001311035,0.0003668904],"genre_scores_gemma":[0.9940721,0.00003898386,0.002526114,0.001861066,0.0002214248,0.0004737544,0.00001024346,0.00004896044,0.0007473892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00706213,"threshold_uncertainty_score":0.9998213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08025098267475671,"score_gpt":0.4170333389742771,"score_spread":0.3367823562995204,"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."}}