{"id":"W3139490521","doi":"10.1088/1361-665x/abee34","title":"An electrochemically actuated drug delivery device with <i>in-situ</i> dosage sensing","year":2021,"lang":"en","type":"article","venue":"Smart Materials and Structures","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Polydimethylsiloxane; Materials science; Piezoresistive effect; Fabrication; Electrolyte; Nanotechnology; Membrane; Drug delivery; Gauge factor; Actuator; Displacement (psychology); Biomedical engineering; Electrode; Composite material; Electrical engineering; Chemistry; Engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002787494,0.0004311678,0.0003052069,0.000187636,0.0001186936,0.0003905348,0.0007278843,0.0006565759,0.0007138508],"category_scores_gemma":[0.000419852,0.0002602045,0.0002470338,0.0001875503,0.0002748425,0.0005565051,0.0002415896,0.0004280264,0.0004153651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002407721,"about_ca_system_score_gemma":0.0001708857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001990684,"about_ca_topic_score_gemma":0.0003053865,"domain_scores_codex":[0.9996538,0.0000500629,0.00003568511,0.0001040326,0.0001289691,0.00002749454],"domain_scores_gemma":[0.9997217,0.000067178,0.0001102081,0.00003189244,0.00005205153,0.00001691105],"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":[0.00001523343,0.00001093918,0.00005268093,0.00003827327,0.000002499329,0.00002197973,0.000006988437,0.00004353098,0.9977028,0.00004456954,0.00005327554,0.002007181],"study_design_scores_gemma":[0.000003997568,0.00006763282,0.0002931178,0.000002322389,0.000005982888,0.00005807954,0.000003748916,0.001018954,0.9977628,0.000009717346,0.0007679548,0.000005675283],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8883011,0.003792486,0.09924041,0.001069091,0.0004738081,0.0002410713,0.0009290099,0.001310843,0.004642282],"genre_scores_gemma":[0.9052519,0.001157716,0.08930349,0.0005616551,0.00009530265,0.0001299642,0.0001998648,0.00006234313,0.003237768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007278843,"threshold_uncertainty_score":0.00238806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004840785275218277,"score_gpt":0.195998338042828,"score_spread":0.1911575527676097,"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."}}