{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001616137,0.0001195391,0.0001639301,0.00004144148,0.00008185634,0.00001988749,0.00009791851,0.0000408896,0.00004637878],"category_scores_gemma":[0.00008309441,0.0001086955,0.00002889899,0.0001279797,0.00002305002,0.00002673436,0.000009484646,0.00006517781,0.00002631021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002006564,"about_ca_system_score_gemma":0.00001917622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001582304,"about_ca_topic_score_gemma":0.000003092109,"domain_scores_codex":[0.9993783,0.0000185362,0.0001736725,0.0001610357,0.00006068394,0.0002077463],"domain_scores_gemma":[0.9994019,0.0002418988,0.0000267931,0.0001625865,0.00009118967,0.00007560543],"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":[0.0003445717,0.0001169093,0.0003175584,0.0001056518,0.0001255805,0.00000188354,0.001078386,0.00002027206,0.9074177,0.01004582,0.05987029,0.02055535],"study_design_scores_gemma":[0.01647981,0.001360068,0.02326059,0.0001831294,0.0006353062,0.00004204829,0.0003510018,0.06942696,0.7681309,0.02610927,0.09198628,0.002034605],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9046608,0.02176669,0.05905857,0.0001955482,0.00007654537,0.002076702,0.00001927479,0.0005089559,0.01163694],"genre_scores_gemma":[0.9896135,0.002011531,0.007341168,0.000297146,0.00005833737,0.0004594712,0.00000643568,0.00003515768,0.0001772085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1392868,"threshold_uncertainty_score":0.4432472,"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."}}