{"id":"W2314691443","doi":"10.1557/proc-1234-qq03-02","title":"A New Bio-Inorganic Nanocomposite Membrane for Glucose-Modulated Release of Insulin","year":2009,"lang":"en","type":"article","venue":"MRS Proceedings","topic":"Electrochemical sensors and biosensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Glucose oxidase; Gluconic acid; Membrane; Insulin; Membrane permeability; Materials science; Permeation; Chemical engineering; Nuclear chemistry; Chemistry; Chromatography; Biochemistry; Biosensor; Biology; Endocrinology","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":[0.00004747586,0.0001947693,0.0002721549,0.00008466171,0.00003522856,0.00002465668,0.0001592531,0.0001478766,0.00001982329],"category_scores_gemma":[0.00003749217,0.0001816096,0.00009868358,0.0004164784,0.00001465098,0.00009192407,0.00001009534,0.0001301891,0.00001044172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004883601,"about_ca_system_score_gemma":0.00001002061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000124587,"about_ca_topic_score_gemma":7.42056e-7,"domain_scores_codex":[0.9990146,0.000001260972,0.0002948015,0.0002114648,0.0001321154,0.0003457702],"domain_scores_gemma":[0.9996046,0.00001639271,0.00005450119,0.00007549248,0.000101759,0.000147301],"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":[0.00007872966,0.0000286218,0.0000466159,0.0000975189,0.00002382569,6.675863e-7,0.0001192203,0.00002740616,0.9921315,0.0002598736,0.002083908,0.005102085],"study_design_scores_gemma":[0.0007255441,0.0002225256,0.0006339534,0.00005533573,0.00003188976,0.000009276721,0.00000883996,0.004420205,0.9909623,0.0006192897,0.002085635,0.000225201],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977176,0.0004297549,0.0001348497,0.0003072933,0.00004336972,0.000304633,0.000003813026,0.0003389662,0.0007197814],"genre_scores_gemma":[0.995573,0.0001183608,0.003818706,0.0001042672,0.0001313865,0.000003688939,0.000009632208,0.000033508,0.0002074017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004876884,"threshold_uncertainty_score":0.7405824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005058927730482115,"score_gpt":0.1951912541977742,"score_spread":0.1901323264672921,"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."}}