{"id":"W1997053220","doi":"10.1007/s10544-010-9491-5","title":"Implantable drug delivery device using frequency-controlled wireless hydrogel microvalves","year":2010,"lang":"en","type":"article","venue":"Biomedical Microdevices","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":74,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"British Columbia Knowledge Development Fund; Natural Sciences and Engineering Research Council of Canada","keywords":"Drug delivery; Materials science; Biomedical engineering; Wireless; Drug; Nanotechnology; Computer science; Engineering; Telecommunications; 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":[0.0002467647,0.0002647596,0.00023461,0.0002177715,0.0001118763,0.0003003975,0.000385727,0.0002989182,0.0003881319],"category_scores_gemma":[0.0002752886,0.0001739787,0.0001613205,0.0001045331,0.0001655257,0.0005203726,0.0002536654,0.0001910212,0.0001238125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002802754,"about_ca_system_score_gemma":0.0001691317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001502075,"about_ca_topic_score_gemma":0.0002554995,"domain_scores_codex":[0.999889,0.00001083881,0.00001238034,0.00003860168,0.00002987997,0.00001922438],"domain_scores_gemma":[0.9998152,0.00005357036,0.00007441233,0.00001302422,0.00002585693,0.00001805871],"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":[0.0000495085,0.0000177155,0.0001236582,0.00004102829,0.000003655766,0.0000341573,0.00001344515,0.0001347066,0.9926554,0.0002524845,0.00009357176,0.006580734],"study_design_scores_gemma":[0.00001287737,0.0001624135,0.0006035903,0.00000403351,0.000014025,0.0001429392,0.000006644669,0.002203312,0.9947268,0.00004237271,0.002072276,0.00000867058],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8901366,0.005902193,0.09978848,0.0003619437,0.000433835,0.000113651,0.0003156863,0.0007707776,0.002176899],"genre_scores_gemma":[0.9650374,0.001237803,0.03079427,0.0002032618,0.00007262826,0.00008057899,0.00007555314,0.00003529499,0.002463203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0003881319,"threshold_uncertainty_score":0.002033532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006151937768766988,"score_gpt":0.2150878249371946,"score_spread":0.2089358871684276,"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."}}