{"id":"W822298169","doi":"","title":"Phenylboronic acid modified mucoadhesive nanoparticles facilitate weekly treatment of dry eye syndrome","year":2014,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Phenylboronic acid; Nanoparticle; Chemistry; Materials science; Nanotechnology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005975056,0.0001345516,0.0001685997,0.0001124484,0.0001139715,0.0001590512,0.0001309246,0.0002336027,0.0008365589],"category_scores_gemma":[0.00007926387,0.00008457868,0.0001800725,0.00005585924,0.00007818011,0.0001908839,0.000105999,0.0002955567,0.0001085922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009705801,"about_ca_system_score_gemma":0.00008964736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007671791,"about_ca_topic_score_gemma":0.001167926,"domain_scores_codex":[0.9999644,0.000006016957,0.000002168124,0.000007727702,0.000008635348,0.0000111132],"domain_scores_gemma":[0.9999815,0.000004213858,0.000004786024,0.000001383587,0.000003019719,0.000005094365],"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":[0.001359895,0.000213737,0.000294304,0.00009225542,0.00002032021,0.0001517872,0.00002563138,0.000103924,0.9760839,0.00007338085,0.0002344641,0.0213463],"study_design_scores_gemma":[0.0005108527,0.005490912,0.01466273,0.00002612682,0.0001949019,0.001142735,0.0001023434,0.003694154,0.9677789,0.00009481735,0.006280109,0.00002147272],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943915,0.0030431,0.001493551,0.00007844752,0.00007109529,0.00002085874,0.00002172218,0.00006184629,0.0008177593],"genre_scores_gemma":[0.9970317,0.0008441739,0.0009615308,0.0000438733,0.00001295356,0.00001009215,0.00002230873,0.000009650183,0.001063621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008365589,"threshold_uncertainty_score":0.002798557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04899415460768128,"score_gpt":0.3255714967583431,"score_spread":0.2765773421506619,"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."}}