{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002194804,0.001655773,0.002503297,0.002143147,0.0007290853,0.002788729,0.001091354,0.004112678,0.0171226],"category_scores_gemma":[0.003644882,0.0003133833,0.0007938058,0.001672366,0.001460074,0.005283812,0.002892209,0.007190519,0.00639034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001158227,"about_ca_system_score_gemma":0.002153769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008525447,"about_ca_topic_score_gemma":0.002485664,"domain_scores_codex":[0.9993036,0.0001595993,0.00006620645,0.0000927498,0.0002693332,0.0001084916],"domain_scores_gemma":[0.9981464,0.0007709921,0.0001575742,0.0000556011,0.0003558036,0.0005137328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001940685,0.00005198129,0.00006834754,0.004999135,0.00005990277,0.0002126273,0.00004574977,0.0001549683,0.0007647265,0.005616667,0.6179529,0.3698789],"study_design_scores_gemma":[0.00003987912,0.00005658428,0.0001232731,0.0009411867,0.00003067885,0.0002360079,0.000028839,0.00002945604,0.00005508664,0.001559097,0.9968893,0.00001062142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008117093,0.9534059,0.0001804611,0.01220196,0.03131512,0.000008144058,0.00005244184,0.00003981655,0.002714928],"genre_scores_gemma":[0.001254101,0.9282336,0.0005549063,0.0299441,0.03131822,0.00002301559,0.0001707151,0.00003278142,0.008468565],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0171226,"threshold_uncertainty_score":0.05728078,"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."}}