{"id":"W4398251328","doi":"10.1002/adhm.202400881","title":"Remote‐Controlled Sensing and Drug Delivery via 3D‐Printed Hollow Microneedles","year":2024,"lang":"en","type":"article","venue":"Advanced Healthcare Materials","topic":"Advancements in Transdermal Drug Delivery","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; International Collaboration on Repair Discoveries","keywords":"3d printed; Drug delivery; Materials science; Drug; Nanotechnology; Biomedical engineering; Medicine; Pharmacology","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":[0.0001667683,0.0002312494,0.0001794155,0.0001992673,0.0001432558,0.0003386976,0.0003113122,0.000610229,0.0007648417],"category_scores_gemma":[0.0002542519,0.0001718858,0.000276767,0.00009375279,0.00026801,0.0003593933,0.000368223,0.0003964612,0.0004219762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004677006,"about_ca_system_score_gemma":0.0002348421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007265135,"about_ca_topic_score_gemma":0.001237179,"domain_scores_codex":[0.9998222,0.00001622969,0.0000114151,0.00005072285,0.00007947077,0.00001992578],"domain_scores_gemma":[0.9998579,0.00004335534,0.00004205572,0.00001812508,0.00002563237,0.00001294242],"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":[0.00002056123,0.0000113575,0.00005476641,0.00006803327,0.000003074147,0.0000427554,0.00002102073,0.000540422,0.9898975,0.0003510386,0.000182815,0.008806793],"study_design_scores_gemma":[0.00000825223,0.0001060483,0.0004717908,0.000008605589,0.000005460231,0.0001046608,0.00001497539,0.005528509,0.9883409,0.0001402495,0.005255101,0.00001554677],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7187598,0.009102765,0.253534,0.001143497,0.0004336586,0.0002817783,0.0007551075,0.00255263,0.01343689],"genre_scores_gemma":[0.8798638,0.003086841,0.1093794,0.0005081716,0.00006430679,0.0001738971,0.0001818055,0.00007014322,0.006671672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007648417,"threshold_uncertainty_score":0.003393412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05325634479388339,"score_gpt":0.411980503814399,"score_spread":0.3587241590205156,"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."}}