{"id":"W3023263586","doi":"","title":"Phenylboronic Acid Based Mucoadhesive Polymeric Micelles for Anterior Drug Delivery","year":2019,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Advanced Drug Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Phenylboronic acid; Micelle; Drug delivery; Chemistry; Drug; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001661532,0.0005272049,0.0006709892,0.0003841152,0.0007736304,0.00005023168,0.001184496,0.0003178935,0.001075982],"category_scores_gemma":[0.0004031145,0.0005086359,0.0002061025,0.001068579,0.005023411,0.0006865223,0.000291007,0.0006702425,0.0008319661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003929934,"about_ca_system_score_gemma":0.001226606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008972294,"about_ca_topic_score_gemma":0.000007071217,"domain_scores_codex":[0.995415,0.0007234589,0.000654529,0.001319233,0.0004160434,0.001471767],"domain_scores_gemma":[0.9966524,0.001249268,0.000526993,0.000430923,0.0004750267,0.0006654218],"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":[0.0003455528,0.000200152,0.02310068,0.00006771011,0.00006119833,0.0000674205,0.0009407136,0.0003599343,0.9734553,0.00008798303,0.0001929577,0.001120464],"study_design_scores_gemma":[0.001993622,0.000815802,0.004731011,0.00007450087,0.00007017467,0.0001305087,0.0009586656,0.01559349,0.9712552,0.0008327357,0.002908768,0.0006354601],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917517,0.001510438,0.00003150205,0.0006913231,0.002671059,0.001710968,0.0001108561,0.0001305119,0.001391659],"genre_scores_gemma":[0.9936045,0.0000164752,0.001813655,0.002874097,0.0001927253,0.0002905864,0.00002259385,0.00005087849,0.001134433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01836967,"threshold_uncertainty_score":0.999946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0765793866176135,"score_gpt":0.4212050146880109,"score_spread":0.3446256280703974,"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."}}