{"id":"W3095144868","doi":"10.1016/j.biomaterials.2020.120499","title":"A scalable device-less biomaterial approach for subcutaneous islet transplantation","year":2020,"lang":"en","type":"article","venue":"Biomaterials","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research; Juvenile Diabetes Research Foundation United States of America","keywords":"Islet; Transplantation; Subcutaneous injection; Subcutaneous tissue; Peritoneal cavity; Biomedical engineering; Medicine; Materials science; Diabetes mellitus; Endocrinology; Internal medicine; Surgery","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":[0.0002240882,0.0004611724,0.0002246681,0.0003539014,0.0001942226,0.0005851564,0.0004726417,0.0007168518,0.001566744],"category_scores_gemma":[0.0001694006,0.0001903688,0.0004070544,0.000159396,0.0002330416,0.0005029941,0.0005936717,0.0007136185,0.0007308773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001754358,"about_ca_system_score_gemma":0.0002702381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008233417,"about_ca_topic_score_gemma":0.0002737063,"domain_scores_codex":[0.9998581,0.00001378416,0.000009068373,0.00002876215,0.00006922552,0.00002093319],"domain_scores_gemma":[0.9998999,0.00002199723,0.00002652216,0.00001892902,0.00001110905,0.00002151081],"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":[0.0000361219,0.00006768182,0.00009246959,0.00007549884,0.000007166997,0.0001294714,0.00001551691,0.0002175873,0.9895945,0.0007034974,0.0003358145,0.008724673],"study_design_scores_gemma":[0.00005835681,0.0007769141,0.002032527,0.00003830233,0.0000438971,0.00122213,0.00005820963,0.006622539,0.9652285,0.001035382,0.02283619,0.00004702877],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6181704,0.008397684,0.3480762,0.001173432,0.002309,0.0005526171,0.0009309569,0.001973588,0.01841617],"genre_scores_gemma":[0.762188,0.002795407,0.2244652,0.0006965339,0.000197427,0.000364256,0.0004430618,0.0001178813,0.008732149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001566744,"threshold_uncertainty_score":0.005241275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05096644260414649,"score_gpt":0.2694476368521586,"score_spread":0.2184811942480121,"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."}}