{"id":"W2150971222","doi":"10.1039/c1lc20134d","title":"On-demand controlled release of docetaxel from a battery-less MEMS drug delivery device","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Docetaxel; Battery (electricity); Microelectromechanical systems; Drug; Drug delivery; Pharmacology; Nanotechnology; Materials science; Medicine; Surgery; Chemotherapy; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009500969,0.0001796446,0.0003371192,0.00006893672,0.00004464329,0.00001053417,0.0002000804,0.00006905848,0.0004387481],"category_scores_gemma":[0.00001411391,0.0001571241,0.000100232,0.0001220619,0.00002870677,0.00003333421,0.00001590823,0.000159098,0.0001845164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000312231,"about_ca_system_score_gemma":0.00001946437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000198387,"about_ca_topic_score_gemma":0.00002497618,"domain_scores_codex":[0.9991181,0.00003523759,0.0002755329,0.0002050167,0.0001417921,0.0002242862],"domain_scores_gemma":[0.9992757,0.0001419809,0.00005836649,0.0003947028,0.00003510318,0.0000941137],"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":[0.001247366,0.0004886863,0.0004587149,0.0001069935,0.0005698611,0.00002304271,0.002166691,0.00008170155,0.8605028,0.009255231,0.1231194,0.001979517],"study_design_scores_gemma":[0.009751111,0.0002252022,0.006906547,0.0002387283,0.0002849697,0.000004889319,0.0002883979,0.00200602,0.9632951,0.006330335,0.009858999,0.0008096959],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808584,0.008661322,0.0002735918,0.00004319685,0.00007210638,0.0002733138,0.00005773966,0.0001066098,0.009653678],"genre_scores_gemma":[0.9941348,0.005058596,0.00004856296,0.0004127152,0.00005581421,0.00007365322,0.00002201619,0.00003491869,0.0001589244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1132604,"threshold_uncertainty_score":0.6407334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0114627969196332,"score_gpt":0.1896431941764417,"score_spread":0.1781803972568085,"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."}}