{"id":"W2505152512","doi":"10.3390/ma9080646","title":"Microfabrication for Drug Delivery","year":2016,"lang":"en","type":"review","venue":"Materials","topic":"Advancements in Transdermal Drug Delivery","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Research Foundation of Korea; National Research Foundation; University of Alberta","keywords":"Microfabrication; Nanotechnology; Transdermal; Drug delivery; Computer science; Materials science; Systems engineering; Fabrication; Engineering; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008548988,0.0004956478,0.001351254,0.0001498719,0.0001898948,0.00003325894,0.0005322021,0.0005932171,0.003800394],"category_scores_gemma":[0.00005069777,0.0003787503,0.000318178,0.00008408268,0.0001297647,0.0001171177,0.0001001586,0.0002282778,0.002005364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002358152,"about_ca_system_score_gemma":0.0001610875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004226454,"about_ca_topic_score_gemma":8.288117e-7,"domain_scores_codex":[0.9972123,0.0006598622,0.0008969131,0.0005344644,0.0001052341,0.0005912075],"domain_scores_gemma":[0.9980865,0.0008139191,0.0005273791,0.0003449524,0.00009755223,0.0001297724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007749491,0.00007377832,3.213548e-7,0.01088312,0.0003399935,0.000006660241,0.00003227406,2.722066e-7,0.003308221,0.0002424208,0.01725427,0.9677812],"study_design_scores_gemma":[0.0005413545,0.00002022062,1.423511e-7,0.001965811,0.0009731945,0.00001284964,0.000002821813,4.296429e-7,0.01090176,0.0002578203,0.9848875,0.0004360485],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005925724,0.9867762,0.0006847123,0.00007194296,0.005348392,0.002388744,0.004087017,0.0001239788,0.0004597993],"genre_scores_gemma":[0.00001946685,0.9913449,0.0004082384,0.0004066715,0.001131513,0.001297977,0.0007127648,0.0001108791,0.004567596],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9676332,"threshold_uncertainty_score":0.9998664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1956588012003991,"score_gpt":0.4997877920316607,"score_spread":0.3041289908312616,"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."}}