{"id":"W4312007200","doi":"10.1038/s41574-022-00790-4","title":"A spectacular year for islet and stem cell transplantation","year":2022,"lang":"en","type":"review","venue":"Nature Reviews Endocrinology","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Islet; Immunosuppression; Transplantation; Islet cell transplantation; Stem cell; Clinical trial; Diabetes mellitus; Bioinformatics; Intensive care medicine; Oncology; Immunology; Internal medicine; Endocrinology; Cell biology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002108167,0.0003815672,0.002557367,0.0002411758,0.00007630932,0.000009953406,0.0001095383,0.0004287337,0.0004354815],"category_scores_gemma":[0.00008606916,0.0002777507,0.0006301292,0.0002171491,0.00004265088,0.00002432207,0.00003133473,0.001087991,0.00006940852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009396549,"about_ca_system_score_gemma":0.0001260539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001387837,"about_ca_topic_score_gemma":3.004162e-7,"domain_scores_codex":[0.9981455,0.0002591868,0.0005897105,0.0005219672,0.0001393411,0.0003442881],"domain_scores_gemma":[0.9988243,0.0003910351,0.0002987082,0.0003606049,0.000026544,0.00009880401],"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":[0.00002620979,0.0000407757,0.000004883006,0.07364675,0.0001196225,0.00005978141,0.00002056868,6.657126e-9,0.000003243561,0.0009200596,0.00931849,0.9158396],"study_design_scores_gemma":[0.0008318524,0.0002421456,0.000002225423,0.002469183,0.003633126,0.0008144845,0.00001203337,4.677835e-7,0.00001025776,0.00001927523,0.9917525,0.0002124552],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000674624,0.9911917,0.00003700746,0.00009991574,0.0005047522,0.002976404,0.0001228415,0.00005553223,0.005005059],"genre_scores_gemma":[0.000001340528,0.9942654,0.0006652689,0.0005473637,0.0002940161,0.0009420883,0.0006811804,0.00005282146,0.002550506],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.982434,"threshold_uncertainty_score":0.9999675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05042369655695681,"score_gpt":0.3439871798619893,"score_spread":0.2935634833050325,"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."}}