{"id":"W4389339133","doi":"10.1038/s41551-023-01145-8","title":"Inflammation-induced subcutaneous neovascularization for the long-term survival of encapsulated islets without immunosuppression","year":2023,"lang":"en","type":"article","venue":"Nature Biomedical Engineering","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Breakthrough T1D Canada","keywords":"Immunosuppression; Neovascularization; Inflammation; Islet; Medicine; Term (time); Immunology; Diabetes mellitus; Angiogenesis; Internal medicine; 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":[0.0003021873,0.0001334637,0.0002598824,0.0001888699,0.00005708066,0.0000116741,0.00009743544,0.0003590817,0.00004694495],"category_scores_gemma":[0.00129666,0.00008780402,0.0001197496,0.0006090637,0.00003415957,0.00004155219,0.0000303129,0.0003148257,0.000008842337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000352291,"about_ca_system_score_gemma":0.00005595336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003451152,"about_ca_topic_score_gemma":1.835951e-7,"domain_scores_codex":[0.9988917,0.00001472108,0.0002818374,0.0001630177,0.0004368689,0.0002119094],"domain_scores_gemma":[0.9990669,0.0004001648,0.00006499783,0.0002419277,0.0001301532,0.00009586474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001276522,0.00002824809,0.001142647,0.0003384158,0.0002277935,0.00001700684,0.0001041808,0.0003312266,0.9899582,0.0001621351,0.0001264356,0.007436099],"study_design_scores_gemma":[0.007320292,0.0007043409,0.2114689,0.001351769,0.0007583806,0.0001322238,0.00008672345,0.3978299,0.3735,0.00004553986,0.006269681,0.0005322357],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864971,0.0004487257,0.01024191,0.0006724505,0.001324815,0.0005181228,0.000009544096,0.0002497529,0.00003755706],"genre_scores_gemma":[0.9986815,0.00005119015,0.0003003428,0.0000361928,0.0003574516,0.00003383377,0.0003403514,0.00002673565,0.0001723341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6164582,"threshold_uncertainty_score":0.3580544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009421373459729515,"score_gpt":0.2597703133976011,"score_spread":0.2503489399378717,"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."}}