{"id":"W4391786475","doi":"10.1021/acs.biomac.3c00977","title":"Molecular Retention Limitations for Prevascularized Subcutaneous Sites for Islet Transplantation","year":2024,"lang":"en","type":"article","venue":"Biomacromolecules","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Diabetes Canada; University of Alberta","funders":"Breakthrough T1D Canada; Alberta Diabetes Foundation; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Juvenile Diabetes Research Foundation Canada","keywords":"Transplantation; Clearance; Islet; Chemistry; Biophysics; Implant; Molecule; Biology; Internal medicine; Medicine; Surgery; Insulin; Endocrinology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001428157,0.0001475813,0.000200705,0.0001620666,0.00008659335,0.00007402153,0.00004056047,0.000101343,0.00002571942],"category_scores_gemma":[0.0002193382,0.0001323608,0.0003399225,0.0001848057,0.00004068666,0.00006197906,0.000004168985,0.00003956843,0.000025566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003672307,"about_ca_system_score_gemma":0.00006758816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003415021,"about_ca_topic_score_gemma":0.000001758921,"domain_scores_codex":[0.99907,0.00002611061,0.0002336419,0.0003134648,0.0001484539,0.0002082662],"domain_scores_gemma":[0.9992926,0.0003071471,0.00003239904,0.0001544816,0.0001329512,0.00008041349],"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":[0.0004121549,0.00006637999,0.0000179419,0.001217819,0.0002776477,0.00007851113,0.0001554209,0.000005531148,0.9831323,0.008197351,0.001342733,0.005096199],"study_design_scores_gemma":[0.004169378,0.00165443,0.0003637928,0.0005216747,0.00255428,0.0004848038,0.0001225967,0.02140266,0.9367618,0.00730272,0.02424875,0.0004131185],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7290825,0.003136224,0.2629688,0.001281511,0.0002962706,0.001625282,0.0002675579,0.0003230434,0.001018733],"genre_scores_gemma":[0.9699803,0.0001814547,0.02613124,0.0003155401,0.0001222163,0.0005451204,0.002076834,0.00005007779,0.0005972005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2408978,"threshold_uncertainty_score":0.5397517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04029903976345044,"score_gpt":0.2868730779453212,"score_spread":0.2465740381818707,"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."}}