{"id":"W3087690539","doi":"10.1002/cphy.c190033","title":"Current State and Evidence of Cellular Encapsulation Strategies in Type 1 Diabetes","year":2020,"lang":"en","type":"review","venue":"Comprehensive physiology","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Breakthrough T1D Canada","keywords":"Immunosuppression; Encapsulation (networking); Glycemic; Type 1 diabetes; Immune system; Cell encapsulation; Medicine; Diabetes mellitus; Neuroscience; Intensive care medicine; Nanotechnology; Bioinformatics; Immunology; Biology; Computer science; Endocrinology; Tissue engineering; Materials science; Biomedical engineering","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":[0.001690477,0.000498342,0.0008122029,0.001070391,0.0002698525,0.001865425,0.0006537386,0.001211384,0.003684188],"category_scores_gemma":[0.001739813,0.0002099037,0.0003986685,0.001576138,0.0007768054,0.001611953,0.0007948921,0.001383825,0.001876182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005996893,"about_ca_system_score_gemma":0.001306759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005052701,"about_ca_topic_score_gemma":0.0005541325,"domain_scores_codex":[0.9995902,0.00009889993,0.00007772426,0.00007473657,0.000119206,0.00003925494],"domain_scores_gemma":[0.9983084,0.001031375,0.0002265169,0.00005503216,0.0002805844,0.00009811245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003554928,0.0001386155,0.0005929248,0.01303252,0.0000563772,0.0002046574,0.00009498617,0.0002628103,0.006587088,0.007484152,0.013947,0.9572434],"study_design_scores_gemma":[0.00003891024,0.0006398274,0.002961914,0.010767,0.0003249034,0.001045148,0.0002383491,0.0002905319,0.00730923,0.007626775,0.968712,0.00004542193],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000533477,0.9961067,0.0002743498,0.0009838539,0.000210766,0.000003721079,0.00003108857,0.00001206594,0.001843977],"genre_scores_gemma":[0.004139025,0.9940423,0.0004219066,0.0005958619,0.0003398478,0.00001131132,0.00005975796,0.000004017057,0.0003860704],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003684188,"threshold_uncertainty_score":0.01232487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09664527576160628,"score_gpt":0.3590807042696435,"score_spread":0.2624354285080372,"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."}}