{"id":"W2564871355","doi":"10.1002/adfm.201604558","title":"Active Regulation of On‐Demand Drug Delivery by Magnetically Triggerable Microspouters","year":2016,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Advanced Materials and Mechanics","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Drug delivery; Drug; Nanotechnology; Biomedical engineering; On demand; Controlled release; Pharmacology; Medicine; Computer science","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":[0.0002071544,0.0003691248,0.0002043777,0.0001617462,0.0001331892,0.0002329785,0.0003693107,0.0003639107,0.0007238587],"category_scores_gemma":[0.0002883504,0.0001449779,0.0002107,0.0000726792,0.0002614532,0.0003227754,0.0002261931,0.0002799629,0.0002031719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002705189,"about_ca_system_score_gemma":0.000161649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001670907,"about_ca_topic_score_gemma":0.000340814,"domain_scores_codex":[0.9998566,0.00001814335,0.000009498603,0.00004152524,0.00005038691,0.00002371606],"domain_scores_gemma":[0.999777,0.00008687139,0.0000807984,0.00001713819,0.00001878262,0.0000192944],"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":[0.00002622633,0.00001051318,0.00004057975,0.00002936896,0.000001729743,0.00002768457,0.000008867308,0.00009780563,0.9977037,0.0001678639,0.00005745339,0.001828087],"study_design_scores_gemma":[0.00001264311,0.0001378902,0.0004403086,0.000002160276,0.000004068835,0.0000686377,0.00000456496,0.001732279,0.9952566,0.00003516174,0.002298557,0.000007163837],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8864354,0.003369426,0.1048929,0.0002553622,0.000211093,0.0001997342,0.000415428,0.0008328206,0.003387749],"genre_scores_gemma":[0.9462686,0.001165778,0.04864834,0.0001523818,0.00008817601,0.0001882701,0.0001753833,0.00005950201,0.003253501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007238587,"threshold_uncertainty_score":0.002421558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003999019550463354,"score_gpt":0.1749946912394313,"score_spread":0.1709956716889679,"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."}}