{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000477485,0.001065052,0.001066113,0.00190272,0.0004631681,0.001002235,0.0007992069,0.001152549,0.009645962],"category_scores_gemma":[0.0004415847,0.0004202408,0.0008309219,0.001548112,0.0005522796,0.00108723,0.0009126472,0.00172163,0.005635302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007807613,"about_ca_system_score_gemma":0.0007144582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009394721,"about_ca_topic_score_gemma":0.001208124,"domain_scores_codex":[0.9995198,0.00005149627,0.00003361947,0.00009588225,0.0002575371,0.00004170116],"domain_scores_gemma":[0.9998502,0.00006021508,0.00002975685,0.00001346929,0.00003621907,0.00001012402],"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":[0.00005103204,0.00008890493,0.0002037891,0.01360195,0.0001077704,0.0004192838,0.0001722034,0.001313578,0.07751618,0.01284479,0.02816529,0.8655152],"study_design_scores_gemma":[0.00001120899,0.00007069606,0.0004387501,0.0006534246,0.00005537405,0.001258264,0.00003230814,0.0004003181,0.01807745,0.001942746,0.9770342,0.00002535015],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001008226,0.9765018,0.009044683,0.0003546703,0.0006551206,0.00004335696,0.0000892719,0.0001584579,0.0121445],"genre_scores_gemma":[0.01586009,0.955451,0.01149158,0.0007158422,0.0005062463,0.0001305717,0.0002935791,0.00004914826,0.01550211],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009645962,"threshold_uncertainty_score":0.032269,"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."}}