{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005637404,0.0002415792,0.0002033864,0.000177857,0.0001675462,0.0007502111,0.0002484176,0.0002688619,0.001160917],"category_scores_gemma":[0.0008032841,0.0001630895,0.000196628,0.00009151878,0.0002673877,0.000800458,0.0002611246,0.000379783,0.0003940246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002231775,"about_ca_system_score_gemma":0.0002460848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002581582,"about_ca_topic_score_gemma":0.0003244749,"domain_scores_codex":[0.9997407,0.00007596795,0.00002142272,0.00005114264,0.00006706245,0.00004363088],"domain_scores_gemma":[0.99918,0.0003648722,0.000248263,0.00006023237,0.00009277088,0.00005388845],"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":[0.0001099669,0.00002712365,0.0004877667,0.00009231074,0.000008216268,0.00007405799,0.00003797356,0.0004707446,0.991883,0.0003465146,0.00007580873,0.006386543],"study_design_scores_gemma":[0.00001639204,0.0007624494,0.003551096,0.00003996143,0.00004644688,0.0007200684,0.0001035916,0.005553893,0.9840349,0.0003341131,0.00481912,0.00001795297],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9560241,0.006335456,0.03525673,0.0001742227,0.00004385561,0.00004673966,0.00007074655,0.0001674651,0.001880646],"genre_scores_gemma":[0.9875502,0.001915084,0.009311371,0.00008189115,0.00002338251,0.0000426482,0.00009564673,0.00004555956,0.0009341562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001160917,"threshold_uncertainty_score":0.00388366,"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."}}