{"id":"W4303859058","doi":"10.14740/jem747","title":"Oral Glucose-Responsive Nanocarrier System for Management of Diabetes","year":2022,"lang":"en","type":"article","venue":"Journal of Endocrinology and Metabolism","topic":"Advanced Drug Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nanocarriers; Postprandial; Insulin; Medicine; Glucose oxidase; Pharmacology; Oral administration; In vivo; Diabetes mellitus; Mucoadhesion; Incretin; Capsule; Drug delivery; Artificial pancreas; Drug; Drug carrier; Internal medicine; Type 2 diabetes; Endocrinology; Chemistry; Biochemistry; Type 1 diabetes; Enzyme; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001629858,0.0003022833,0.0003062819,0.0002508883,0.0001284618,0.0002603788,0.0003548263,0.0004748948,0.00128178],"category_scores_gemma":[0.0001560117,0.00009036325,0.0002513943,0.0001540036,0.0001231931,0.0002546337,0.0002924552,0.0004721862,0.0004788454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003743937,"about_ca_system_score_gemma":0.0002037032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006262911,"about_ca_topic_score_gemma":0.0006555689,"domain_scores_codex":[0.9998621,0.00001543393,0.0000100304,0.0000398326,0.00005018021,0.00002248903],"domain_scores_gemma":[0.9999433,0.000009748377,0.00001807039,0.000003868941,0.00001525823,0.000009734869],"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":[0.0002010726,0.00008417319,0.0001767567,0.0003495496,0.00001991716,0.0001719908,0.00002722083,0.0004448042,0.9649531,0.0004214687,0.0009995733,0.03215046],"study_design_scores_gemma":[0.00006947894,0.000837824,0.00104354,0.00003813226,0.00008695202,0.0007451,0.00002789177,0.006199667,0.9670718,0.000153845,0.02369199,0.00003372173],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7910084,0.06981263,0.1167872,0.001620348,0.0009843328,0.000513335,0.0009216453,0.001782844,0.01656925],"genre_scores_gemma":[0.904779,0.01346923,0.0664361,0.001013099,0.0001659938,0.0003941933,0.0007259609,0.0001146741,0.01290181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00128178,"threshold_uncertainty_score":0.004287958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05770670382745859,"score_gpt":0.3787869052427902,"score_spread":0.3210802014153317,"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."}}