{"id":"W4403981796","doi":"10.3389/frtra.2024.1485444","title":"Status of islet transplantation and innovations to sustainable outcomes: novel sites, cell sources, and drug delivery strategies","year":2024,"lang":"en","type":"review","venue":"Frontiers in Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Breakthrough T1D Canada","keywords":"Transplantation; Intensive care medicine; Medicine; Islet; Islet cell transplantation; Immunosuppression; Glycemic; Immune system; Diabetes mellitus; Immunology; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001023694,0.0007445673,0.00102594,0.001708994,0.0003053044,0.001711463,0.0007305197,0.001283336,0.003947804],"category_scores_gemma":[0.001078789,0.0002338146,0.0004846003,0.001695172,0.0007517901,0.002429808,0.0008874299,0.002437093,0.001417389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006792151,"about_ca_system_score_gemma":0.001401223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006020755,"about_ca_topic_score_gemma":0.000867558,"domain_scores_codex":[0.999719,0.00005755966,0.00003605071,0.00004611,0.0001047666,0.00003653429],"domain_scores_gemma":[0.9994121,0.0003525322,0.00005973478,0.00002079736,0.0001105763,0.00004442711],"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":[0.0000667198,0.00007355238,0.0001358898,0.02006423,0.00005297122,0.0001729801,0.0001036025,0.0004275912,0.002696487,0.01310402,0.01717246,0.9459295],"study_design_scores_gemma":[0.000007108837,0.00008898848,0.0003939807,0.004549233,0.0000682771,0.0007409705,0.0001020112,0.000132653,0.0007818704,0.004468611,0.9886494,0.00001681955],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001316087,0.9979029,0.0002108106,0.0004857468,0.0002341794,0.000002543157,0.000008721422,0.000007349337,0.00101621],"genre_scores_gemma":[0.0007411481,0.9982522,0.0002275534,0.0002031798,0.0002040692,0.000004122149,0.00001311381,0.0000017861,0.0003527531],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003947804,"threshold_uncertainty_score":0.01320666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0199402482959735,"score_gpt":0.2852255498317634,"score_spread":0.2652853015357899,"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."}}