{"id":"W2915042421","doi":"10.1083/jcb.201810097","title":"Pancreatic β cells: Gatekeepers of type 2 diabetes","year":2019,"lang":"en","type":"article","venue":"The Journal of Cell Biology","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital; University Health Network","funders":"Banting and Best Diabetes Centre, University of Toronto; Canadian Institutes of Health Research; Canada Research Chairs; Diabetes Canada","keywords":"Biology; Type 2 diabetes; Diabetes mellitus; Insulin; Cell biology; Bioinformatics; 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":[0.0005092194,0.0005886461,0.0005739636,0.000682929,0.0004650368,0.001849268,0.0005876707,0.0009945452,0.0004660322],"category_scores_gemma":[0.0003521518,0.0002950823,0.0003169877,0.0003697123,0.001277311,0.001547118,0.0009419947,0.002789011,0.0003413458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005103905,"about_ca_system_score_gemma":0.0004423747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003020726,"about_ca_topic_score_gemma":0.0004523943,"domain_scores_codex":[0.9997588,0.00004511752,0.00001889818,0.00002753608,0.00008084471,0.00006877468],"domain_scores_gemma":[0.9998484,0.00003323611,0.00002640299,0.00001054671,0.00002321091,0.00005816044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001862592,0.0002337629,0.005167825,0.001910524,0.00009227522,0.008345778,0.001559585,0.002650639,0.4741558,0.1830287,0.02962568,0.2913669],"study_design_scores_gemma":[0.0002422113,0.001304316,0.01424594,0.000684598,0.0001345439,0.01055437,0.002495292,0.003371394,0.1910842,0.1817455,0.5939658,0.0001718436],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1969902,0.6534407,0.05585356,0.05121292,0.007974019,0.0002168953,0.0004947049,0.001061875,0.03275517],"genre_scores_gemma":[0.5967957,0.3661632,0.01724333,0.005920731,0.003021246,0.0001269835,0.0001228553,0.00004954352,0.0105564],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001849268,"threshold_uncertainty_score":0.003703177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01020640805871844,"score_gpt":0.2340353405204416,"score_spread":0.2238289324617232,"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."}}