{"id":"W4411227059","doi":"10.1097/01.tp.0001123064.83133.9a","title":"07-2: A PERFUSABLE ENCAPSULATION DEVICE SCALED FOR CLINICALLY RELEVANT THERAPEUTIC ISLET DOSES SHOWS RAPID INSULIN RESPONSE IN VITRO AND ACUTE SAFETY IN PIG TRANSPLANTATION MODEL","year":2025,"lang":"en","type":"article","venue":"Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Université Laval; University of British Columbia; McGill University","funders":"","keywords":"Islet; Transplantation; In vitro; Medicine; Insulin; Encapsulation (networking); Biomedical engineering; Pharmacology; Chemistry; Surgery; Internal medicine; Computer science; Biochemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003876762,0.0004980479,0.0002677352,0.0002957326,0.000119575,0.0005176816,0.0003455713,0.0007147003,0.00120268],"category_scores_gemma":[0.0002784546,0.0001467448,0.0004358131,0.0001313121,0.0002244607,0.0003413282,0.0001975324,0.0004269238,0.000592357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001627111,"about_ca_system_score_gemma":0.0001473765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001273268,"about_ca_topic_score_gemma":0.000151433,"domain_scores_codex":[0.9997925,0.00002363022,0.00002133941,0.00006261554,0.00007311888,0.00002691942],"domain_scores_gemma":[0.9997353,0.0000623499,0.00009925853,0.00003953081,0.00003154518,0.00003193265],"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":[0.0001376311,0.00008247889,0.0004882942,0.0000918642,0.000009310264,0.00009327918,0.00002363193,0.000122468,0.9949216,0.00006778081,0.0001603481,0.003801434],"study_design_scores_gemma":[0.00002872944,0.001369911,0.004963032,0.00002875142,0.0000427867,0.0003862703,0.00001576016,0.001010626,0.9886062,0.00002194501,0.003510183,0.00001581389],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725683,0.002922634,0.02003077,0.0001380075,0.0001799756,0.0001499037,0.00088882,0.0006394425,0.00248214],"genre_scores_gemma":[0.9657156,0.001912152,0.02590324,0.0002023448,0.00003716339,0.0002714187,0.001435903,0.0002529054,0.00426924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00120268,"threshold_uncertainty_score":0.004023314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02277114107662992,"score_gpt":0.3098067048264416,"score_spread":0.2870355637498117,"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."}}