{"id":"W1989196981","doi":"10.1039/c1lc20438f","title":"A magnetically controlled MEMS device for drug delivery: design, fabrication, and testing","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Varian Medical Systems","keywords":"Polydimethylsiloxane; Materials science; Fabrication; Drug delivery; Membrane; Microelectromechanical systems; Nanotechnology; Magnetic field; Adsorption; Biomedical engineering; Wetting; Composite material; Chemistry; Engineering","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":[0.0004593221,0.0004372089,0.0003566614,0.0002123825,0.0002697074,0.000290344,0.000640631,0.0006101078,0.0009728697],"category_scores_gemma":[0.0004515029,0.0002321477,0.0002046987,0.0001072748,0.0003234658,0.0003289171,0.0002008187,0.0003042319,0.0003082164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003042751,"about_ca_system_score_gemma":0.0003384112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003328301,"about_ca_topic_score_gemma":0.0004906887,"domain_scores_codex":[0.9997084,0.00003535197,0.00001853423,0.00004862009,0.0001617748,0.0000273244],"domain_scores_gemma":[0.9997925,0.00008571861,0.00003560795,0.00002126733,0.00004719195,0.00001768983],"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":[0.00004175034,0.00002378651,0.0002302971,0.0001697601,0.000009879731,0.00006734517,0.00003776972,0.0002354605,0.9887788,0.0003217838,0.0002401769,0.009843189],"study_design_scores_gemma":[0.00004999372,0.0007632728,0.002258485,0.00002086236,0.00002628035,0.000311792,0.00002216821,0.005102682,0.9803563,0.00009687286,0.01096835,0.00002286807],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7895876,0.009961754,0.1856456,0.001564832,0.0009401551,0.0012056,0.001296045,0.00154299,0.008255605],"genre_scores_gemma":[0.7986047,0.002959986,0.1918096,0.0003142869,0.0001783178,0.0006806632,0.0003097128,0.00005479383,0.00508793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009728697,"threshold_uncertainty_score":0.003254592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02482505417813102,"score_gpt":0.2057703941429783,"score_spread":0.1809453399648472,"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."}}