{"id":"W2761902729","doi":"10.1002/adfm.201703606","title":"Microfabricated Drug Delivery Devices: Design, Fabrication, and Applications","year":2017,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Advanced Drug Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Transdermal; Microfabrication; Drug delivery; Nanotechnology; Materials science; Fabrication; Systems engineering; Computer science; Engineering; Medicine","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":[0.0005095282,0.0004045756,0.0003088152,0.0007084791,0.000265864,0.0008587308,0.0007307474,0.0008363879,0.001083418],"category_scores_gemma":[0.000459646,0.0004171763,0.0003193272,0.0003838035,0.0002781927,0.0004995331,0.0002651787,0.0004097316,0.0005789442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000729421,"about_ca_system_score_gemma":0.0003047908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003691461,"about_ca_topic_score_gemma":0.0005836469,"domain_scores_codex":[0.9996493,0.00003515724,0.00002882544,0.00005311502,0.0002059738,0.0000276422],"domain_scores_gemma":[0.999819,0.00005399825,0.00005308261,0.00001686992,0.00004514124,0.00001194578],"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":[0.00006257933,0.0000492872,0.0003391838,0.0007519409,0.00002832969,0.0001774816,0.00009962072,0.002242047,0.8930798,0.005367344,0.001480047,0.09632231],"study_design_scores_gemma":[0.00003963005,0.0006136329,0.002711275,0.0001098509,0.00006297698,0.001214831,0.00003632731,0.01458924,0.8471241,0.001158807,0.1322723,0.00006714544],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1567006,0.2618752,0.5476554,0.002391188,0.001166974,0.0009895533,0.0008702707,0.001888099,0.0264627],"genre_scores_gemma":[0.4219563,0.08143515,0.4774696,0.0007178885,0.0004623289,0.0007532521,0.0006343366,0.0001041293,0.0164669],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001083418,"threshold_uncertainty_score":0.005292416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1001005567125178,"score_gpt":0.3850523528068152,"score_spread":0.2849517960942974,"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."}}