{"id":"W2890992966","doi":"10.1038/s41598-018-32026-9","title":"Fluid absorption by skin tissue during intradermal injections through hollow microneedles","year":2018,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Advancements in Transdermal Drug Delivery","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; California HIV/AIDS Research Program","keywords":"Biomedical engineering; Microscale chemistry; Tissue fluid; Materials science; Absorption (acoustics); Tissue engineering; Drug delivery; Optical coherence tomography; Nanotechnology; Medicine; Composite material; Radiology","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":[0.0003580406,0.000395122,0.0003070705,0.0002413982,0.0002427387,0.0003574755,0.0001986727,0.0003032419,0.0004556809],"category_scores_gemma":[0.0004663097,0.0001906362,0.0002377611,0.0001826034,0.0005548206,0.0007106084,0.0003191226,0.0006448025,0.0001701392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003577234,"about_ca_system_score_gemma":0.0003045453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007952796,"about_ca_topic_score_gemma":0.0008776492,"domain_scores_codex":[0.9997192,0.00004611181,0.00001350307,0.00006543493,0.0001043979,0.00005133368],"domain_scores_gemma":[0.9995292,0.0002057004,0.0001426659,0.0000391776,0.00005328798,0.00003003908],"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":[0.00004792538,0.00001075287,0.0001295388,0.00002553742,0.000001790693,0.00004033044,0.0000412935,0.0001322992,0.9981025,0.00003403485,0.00001970069,0.001414365],"study_design_scores_gemma":[0.000003930526,0.0001170448,0.001275365,0.000003554499,0.00000457534,0.00005476068,0.00002760492,0.001693402,0.9963067,0.00003460775,0.0004728255,0.000005628941],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9516889,0.001794911,0.04440508,0.0001235591,0.00005131293,0.0001319311,0.0001715643,0.000317379,0.001315389],"genre_scores_gemma":[0.9763873,0.0009356102,0.02080855,0.0001501026,0.00002074549,0.0001180579,0.0001162589,0.0000998244,0.001363552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007952796,"threshold_uncertainty_score":0.002595425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04990054688140885,"score_gpt":0.3935816631714844,"score_spread":0.3436811162900756,"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."}}