{"id":"W4362560840","doi":"10.3390/pharmaceutics15041137","title":"Nanothin Conformal Coating with Poly(N-vinylpyrrolidone) and Tannic Acid (PVPON/TA) Preserves Murine and Human Pancreatic Islets Function","year":2023,"lang":"en","type":"article","venue":"Pharmaceutics","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Breakthrough T1D Canada; Alberta Diabetes Foundation; Canada Research Chairs; University of Alberta","keywords":"Islet; In vivo; Immunosuppression; Immune system; Diabetes mellitus; Medicine; Transplantation; Tannic acid; Insulin; Internal medicine; Pancreatic islets; Endocrinology; Chemistry; Pharmacology; Immunology; Biology","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":[0.00006974655,0.0002534392,0.000111332,0.00008135376,0.00005443556,0.0001867632,0.00007522052,0.0001646525,0.000367853],"category_scores_gemma":[0.0001214849,0.00008823416,0.0001775188,0.0000671665,0.0001164714,0.0001301173,0.00009841657,0.0002169706,0.0001247316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007583487,"about_ca_system_score_gemma":0.0000740648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002233529,"about_ca_topic_score_gemma":0.00043513,"domain_scores_codex":[0.999946,0.000005916834,0.000004172799,0.00001693041,0.00001642025,0.00001053387],"domain_scores_gemma":[0.9999154,0.0000134742,0.00004067762,0.00001314067,0.000008252518,0.000009107644],"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":[0.00001389253,0.000004557307,0.00008354316,0.00001507407,0.000002360365,0.00001509755,0.000003124909,0.0001097435,0.9986315,0.00001778785,0.000006754136,0.001096436],"study_design_scores_gemma":[0.000003621545,0.0002090753,0.00279017,0.000004403317,0.00001490154,0.0001738644,0.000008675265,0.001008189,0.9948278,0.00001690085,0.000939154,0.000003129962],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914855,0.00125689,0.006160437,0.00001868807,0.00002540116,0.00001396492,0.00006906939,0.00007719066,0.0008928084],"genre_scores_gemma":[0.9943697,0.0007404662,0.003945554,0.00002068147,0.00000592989,0.000008513502,0.00006014407,0.00002278327,0.0008262976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000367853,"threshold_uncertainty_score":0.001230597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04517180004192731,"score_gpt":0.3189488094504788,"score_spread":0.2737770094085515,"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."}}