{"id":"W1967105417","doi":"10.1016/j.ijpharm.2011.04.003","title":"Facilitated nanoscale delivery of insulin across intestinal membrane models","year":2011,"lang":"en","type":"article","venue":"International Journal of Pharmaceutics","topic":"Advanced Drug Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":119,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Universidade de Coimbra","keywords":"Transcellular; Paracellular transport; Insulin; Permeation; Chemistry; Albumin; Intestinal mucosa; Biophysics; Mucus; Serum albumin; Biochemistry; Membrane; Internal medicine; Biology; Endocrinology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001276075,0.0002914497,0.000487512,0.0002792864,0.00008255649,0.00001624544,0.001170329,0.0002400921,0.0008385438],"category_scores_gemma":[0.0002050928,0.0002774958,0.0002911089,0.000236444,0.0003883987,0.0006819722,0.0002214052,0.001089434,0.00006360924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001903413,"about_ca_system_score_gemma":0.0001986702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003904843,"about_ca_topic_score_gemma":0.000007886307,"domain_scores_codex":[0.9967821,0.0003900685,0.00147709,0.000230072,0.0007018698,0.0004188391],"domain_scores_gemma":[0.9955438,0.0004498109,0.001197356,0.0001681117,0.002318492,0.0003224312],"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":[0.01151862,0.00315137,0.01988337,0.0002162374,0.003791948,0.001721993,0.02474366,0.04547865,0.7671393,0.001809453,0.001331605,0.1192138],"study_design_scores_gemma":[0.006061862,0.000332252,0.0004861926,0.0001633019,0.0002556077,0.00126859,0.001631877,0.03494284,0.9052378,0.001610028,0.04759223,0.0004174151],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827569,0.001875892,0.006220124,0.0001866719,0.005576956,0.0002269719,0.0003230549,0.00004368082,0.002789815],"genre_scores_gemma":[0.9939032,0.001432242,0.003330712,0.0005857408,0.0003791659,0.000005317788,0.00001219958,0.00003306075,0.0003183711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1380985,"threshold_uncertainty_score":0.9999677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2252106483818227,"score_gpt":0.4531761437040306,"score_spread":0.2279654953222079,"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."}}