{"id":"W4308461274","doi":"10.1016/j.jcjd.2022.11.003","title":"Recent Developments in Islet Biology: A Review With Patient Perspectives","year":2022,"lang":"en","type":"review","venue":"Canadian Journal of Diabetes","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Université de Montréal; Montreal Clinical Research Institute; University of Alberta; Diabetes Canada; Alliance for Canadian Health Outcomes Research in Diabetes; University of Ottawa; Western University; University of Toronto; BC Children's Hospital; Toronto General Hospital; University of Waterloo; Carleton University","funders":"Canadian Institutes of Health Research; Diabetes Action Canada; Diabetes Canada; Canadian Diabetes Association","keywords":"Type 2 diabetes; Medicine; Type 1 diabetes; Diabetes mellitus; Context (archaeology); Islet; Bioinformatics; Disease; Insulin; Biology; Endocrinology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001127477,0.001272192,0.002577096,0.003404947,0.0003349517,0.001839684,0.001047919,0.00146141,0.005685311],"category_scores_gemma":[0.001716301,0.0003417034,0.0008852767,0.003871312,0.0005472171,0.002107691,0.001145995,0.002751435,0.002873146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00072185,"about_ca_system_score_gemma":0.001316017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001142431,"about_ca_topic_score_gemma":0.003485857,"domain_scores_codex":[0.9996943,0.00004809883,0.00005726571,0.00005852714,0.0001048913,0.00003690831],"domain_scores_gemma":[0.9989605,0.0005210332,0.0001228529,0.00001795729,0.0002596763,0.0001178622],"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":[0.0002958394,0.00009994038,0.0003553549,0.03642599,0.000200809,0.0006383213,0.00008693427,0.0003225501,0.001146287,0.002450558,0.1204429,0.8375344],"study_design_scores_gemma":[0.00009049132,0.0001452372,0.001307059,0.01269099,0.0004400942,0.002528692,0.0001311005,0.00009615946,0.0001762684,0.001956563,0.980382,0.00005535814],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000359832,0.9987827,0.00004975328,0.000326518,0.0004662529,0.000002694361,0.00001663274,0.000004696476,0.0003146913],"genre_scores_gemma":[0.0002177553,0.9981561,0.0001087709,0.0005217653,0.0007474392,0.00000379568,0.00002437066,0.000001312443,0.0002186378],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005685311,"threshold_uncertainty_score":0.01901925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04083817557675284,"score_gpt":0.2920656578012293,"score_spread":0.2512274822244764,"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."}}