{"id":"W2895145443","doi":"10.1016/j.actbio.2018.10.003","title":"Design and development of pH-responsive polyurethane membranes for intravaginal release of nanomedicines","year":2018,"lang":"en","type":"article","venue":"Acta Biomaterialia","topic":"Advanced Drug Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Institute for Nanotechnology; University of Waterloo; Regional Municipality of Waterloo; University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Polyurethane; Materials science; Membrane; Biomedical engineering; Nanotechnology; Composite material; Engineering; Chemistry","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":[0.0003457425,0.0002753513,0.0001777546,0.0001869736,0.0001960628,0.0003457066,0.000312106,0.0005800527,0.0004215849],"category_scores_gemma":[0.0003544267,0.0002816737,0.0004162047,0.0000901854,0.0001629241,0.0005109293,0.0002627907,0.0004689037,0.0002964719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002939101,"about_ca_system_score_gemma":0.0003521417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002983769,"about_ca_topic_score_gemma":0.0004316327,"domain_scores_codex":[0.9998596,0.00001994306,0.0000138461,0.00002734506,0.00004799226,0.00003128291],"domain_scores_gemma":[0.9998565,0.00003004788,0.00004850673,0.00001387192,0.00002872907,0.00002234055],"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":[0.00002855997,0.00002333232,0.00005607748,0.00006663832,0.000004243785,0.00004962015,0.0000189517,0.0003580443,0.9952698,0.0002025005,0.00002467293,0.003897445],"study_design_scores_gemma":[0.000006753404,0.0001737058,0.0003845663,0.000005945008,0.000006924721,0.0001227328,0.00001125581,0.001741699,0.9951921,0.00004409042,0.002302873,0.000007452501],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9083172,0.007945178,0.07899801,0.0003945307,0.0001218292,0.0002262834,0.0001666378,0.0002748982,0.003555364],"genre_scores_gemma":[0.9377685,0.003313107,0.05413545,0.00009795072,0.00001901373,0.0001587555,0.0001393895,0.0000425721,0.004325348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005800527,"threshold_uncertainty_score":0.002132475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.110332227589429,"score_gpt":0.4113294752576848,"score_spread":0.3009972476682559,"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."}}