{"id":"W4392755391","doi":"10.1117/12.2691483","title":"Adaptable gold solid microneedle arrays for drug delivery","year":2024,"lang":"en","type":"article","venue":"","topic":"Advancements in Transdermal Drug Delivery","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Stratum corneum; Drug delivery; Materials science; Biomedical engineering; Nanotechnology; Transdermal; Hypodermic needle; Medicine; Pharmacology; Pathology","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":[0.0001456372,0.0002779554,0.0002217525,0.0002120064,0.0001346572,0.0002779544,0.0002275438,0.0004957344,0.0008885878],"category_scores_gemma":[0.0002341629,0.0001463798,0.0001996067,0.0001150627,0.0001626621,0.0003265478,0.0003717606,0.0003497084,0.0005071203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002641104,"about_ca_system_score_gemma":0.0001162641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003533815,"about_ca_topic_score_gemma":0.0007352949,"domain_scores_codex":[0.9997535,0.0000232301,0.00001488091,0.00006050813,0.000117775,0.00003011013],"domain_scores_gemma":[0.9998854,0.00003379503,0.00002675361,0.00001476666,0.00002667562,0.00001257866],"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":[0.000009618832,0.000003891233,0.00002799599,0.00002621594,0.000002202885,0.00001924758,0.000009070488,0.0001072567,0.9962256,0.00006695149,0.00006009523,0.003441799],"study_design_scores_gemma":[0.000006349925,0.0001845315,0.0006510601,0.000004767864,0.000007452921,0.0001819706,0.00001683501,0.002096498,0.992258,0.00007486498,0.004507019,0.00001056296],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8394368,0.01047008,0.1385787,0.0005991161,0.0004937239,0.0002578712,0.0006263783,0.00170289,0.007834423],"genre_scores_gemma":[0.8948882,0.002768445,0.09506705,0.0002688563,0.00005382235,0.0001189863,0.0002417111,0.00007286289,0.006520031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008885878,"threshold_uncertainty_score":0.002972603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09731076139469583,"score_gpt":0.4296916273461711,"score_spread":0.3323808659514752,"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."}}