{"id":"W4308927385","doi":"10.1016/j.jcjd.2022.09.041","title":"Layer By Layer Coating To Augment Graft Function","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Hospital Edmonton","funders":"","keywords":"Islet; Medicine; Immunosuppression; Transplantation; Glycemic; Type 1 diabetes; Diabetes mellitus; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00009891107,0.0003960555,0.0002208795,0.0002027106,0.0001251504,0.0004471901,0.000198062,0.0002881418,0.002553469],"category_scores_gemma":[0.0001097801,0.0001482317,0.0003978511,0.0001651665,0.0001069013,0.0002396695,0.0001761185,0.0006968125,0.0005448748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001185611,"about_ca_system_score_gemma":0.0001676106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007501524,"about_ca_topic_score_gemma":0.001650794,"domain_scores_codex":[0.9999373,0.000005121213,0.00000436508,0.000009165133,0.00002013824,0.00002384339],"domain_scores_gemma":[0.9999318,0.00001090158,0.00001565417,0.000008521323,0.00001269448,0.0000205269],"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":[0.0005651368,0.0002716086,0.0002905964,0.0001399703,0.00006249266,0.00009229108,0.0000222559,0.0002619353,0.9840333,0.000154716,0.0006710078,0.01343456],"study_design_scores_gemma":[0.0001605307,0.002113553,0.008883008,0.0000581774,0.0004746493,0.0005112729,0.00006164351,0.003732836,0.9738685,0.0001371657,0.009974157,0.00002453829],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975305,0.007869305,0.006679962,0.0002763228,0.0009257406,0.00007164558,0.0002739732,0.0004314179,0.008166743],"genre_scores_gemma":[0.9850317,0.002972884,0.006359338,0.0002049162,0.00007245041,0.00001940613,0.0002076378,0.00009305932,0.00503859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002553469,"threshold_uncertainty_score":0.00854218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01785781830466312,"score_gpt":0.2325926558304646,"score_spread":0.2147348375258015,"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."}}