{"id":"W4292755723","doi":"10.1016/j.celrep.2022.111238","title":"Characterization of stem-cell-derived islets during differentiation and after implantation","year":2022,"lang":"en","type":"review","venue":"Cell Reports","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Breakthrough T1D Canada; Alberta Diabetes Foundation; Canada Research Chairs; Juvenile Diabetes Research Foundation Canada","keywords":"Induced pluripotent stem cell; Embryonic stem cell; Islet; Transplantation; Stem cell; Biology; Endocrine system; Enteroendocrine cell; Directed differentiation; Cellular differentiation; Cell biology; Cell; Bioinformatics; Internal medicine; Diabetes mellitus; Medicine; Endocrinology; Genetics","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":[0.001167313,0.000570372,0.0009227181,0.001476051,0.0001561459,0.0009511866,0.000518981,0.0005331971,0.001094184],"category_scores_gemma":[0.0007812183,0.0001821876,0.0005264239,0.001022479,0.0004575473,0.0008348643,0.0003727025,0.00102128,0.001181554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002989421,"about_ca_system_score_gemma":0.0007082067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005051327,"about_ca_topic_score_gemma":0.0005461934,"domain_scores_codex":[0.9996374,0.00005626323,0.0000514264,0.00005735623,0.0001638824,0.00003370883],"domain_scores_gemma":[0.9996125,0.0001533782,0.00006882747,0.00002648093,0.0001125521,0.00002619126],"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":[0.0001159418,0.00006346701,0.0007273916,0.01684701,0.00007614588,0.0006527395,0.0001503939,0.0005540185,0.0920834,0.005709827,0.005215702,0.877804],"study_design_scores_gemma":[0.00001800937,0.0003423125,0.005284031,0.003689744,0.0001847622,0.004066708,0.0001615197,0.000241999,0.1290499,0.002630087,0.8542697,0.00006125461],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004473841,0.9822901,0.005622285,0.0003489359,0.0003120294,0.00007145745,0.0002180312,0.00004750361,0.00661581],"genre_scores_gemma":[0.01250629,0.9802609,0.004049724,0.000273765,0.0001340169,0.00007142691,0.000403377,0.0000165519,0.002284046],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001476051,"threshold_uncertainty_score":0.006173432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01814844223044169,"score_gpt":0.2475961795815952,"score_spread":0.2294477373511535,"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."}}