{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004127042,0.0002530172,0.001820289,0.0001530767,0.00001428649,0.000006329778,0.00006650441,0.00009455852,0.00004132794],"category_scores_gemma":[0.0001724037,0.0001989753,0.0001231882,0.0002881485,0.0001570972,0.00005822127,0.00007948893,0.0002761263,0.00004562776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003233954,"about_ca_system_score_gemma":0.0002981768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004407345,"about_ca_topic_score_gemma":2.693127e-7,"domain_scores_codex":[0.9987053,0.0002104569,0.000467868,0.000348587,0.00009043162,0.0001773274],"domain_scores_gemma":[0.9986968,0.0005729865,0.0002743041,0.0002138379,0.0001658489,0.00007620346],"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":[0.00009061995,0.00007838884,0.0001732336,0.08044621,0.0001994351,0.000007823172,0.0001806069,0.00000845221,0.02871467,0.0001266658,0.0001989733,0.8897749],"study_design_scores_gemma":[0.001059067,0.001737408,0.01725733,0.07431589,0.001438958,0.000007056189,0.0001202512,0.0005891001,0.0005552105,0.002032831,0.9002185,0.0006683281],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06279974,0.9364147,0.000008167823,0.00001541801,0.0002556284,0.0004631689,0.000005908025,0.00001423238,0.00002302882],"genre_scores_gemma":[0.02629501,0.9734172,0.00004498664,0.00004377585,0.00008039875,0.00002351597,0.00007047252,0.00001668427,0.000007958528],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9000196,"threshold_uncertainty_score":0.8113976,"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."}}