{"id":"W2933953714","doi":"10.31438/trf.hh2010.72","title":"A MONOLITHIC MICRO DEVICE FOR GLUCOSE-RESPONSIVE INSULIN DELIVERY","year":2010,"lang":"en","type":"article","venue":"2010 Solid-State, Actuators, and Microsystems Workshop Technical Digest","topic":"Electrochemical sensors and biosensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; California HIV/AIDS Research Program","keywords":"Glucose oxidase; Insulin; Membrane; Catalase; Diffusion; Chemistry; Bovine serum albumin; Glucose transporter; Nanoparticle; Biosensor; Biophysics; Materials science; Enzyme; Biochemistry; Internal medicine; Nanotechnology; Biology; Medicine","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":[0.0001654056,0.0002976265,0.0001848954,0.0001952771,0.0001989221,0.0002955429,0.0005065579,0.0005251767,0.001011102],"category_scores_gemma":[0.0001150841,0.0002081528,0.0001935292,0.0001205574,0.0001814769,0.0003724598,0.00015441,0.0005352517,0.0005520388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004816302,"about_ca_system_score_gemma":0.0001925845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002475272,"about_ca_topic_score_gemma":0.0005095685,"domain_scores_codex":[0.9998394,0.000009788883,0.000008406872,0.00005285592,0.00007207845,0.00001733524],"domain_scores_gemma":[0.9999373,0.00001896099,0.0000148193,0.000006843536,0.00001176217,0.00001028897],"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":[0.00002154379,0.00001681321,0.00004175596,0.00007157197,0.00000394441,0.00004560238,0.00001363453,0.00009840453,0.9881701,0.0007693384,0.0005100521,0.01023727],"study_design_scores_gemma":[0.00001436725,0.00016397,0.0004532983,0.000007320683,0.0000143697,0.0002451827,0.000007519208,0.003046166,0.9744794,0.0001281097,0.02142577,0.00001451133],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3989279,0.0387258,0.5243853,0.002087027,0.003054016,0.0005430157,0.001570588,0.006662167,0.02404425],"genre_scores_gemma":[0.7210638,0.00489269,0.2508887,0.001121887,0.0002672463,0.0003328876,0.0005076,0.00009913387,0.020826],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001011102,"threshold_uncertainty_score":0.003494501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007754045794144563,"score_gpt":0.2307809894312413,"score_spread":0.2230269436370967,"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."}}