{"id":"W4295037998","doi":"10.2337/figshare.20775532","title":"Ca2+ Oscillations, Waves, and Networks in Islets from Human Donors With and Without Type 2 Diabetes","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lehigh Hanson (Canada); University of Alberta","funders":"","keywords":"Islet; Endocrinology; Calcium; Internal medicine; Pancreatic islets; Diabetes mellitus; Insulin; Insulin oscillation; Homeostasis; Glucose homeostasis; Calcium in biology; Calcium metabolism; Type 2 diabetes; Secretion; Type 1 diabetes; Biology; Medicine; Insulin resistance","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":[0.0003380273,0.0002231734,0.0004794809,0.0006018945,0.000312575,0.0004454462,0.0001899261,0.0003250263,0.00277642],"category_scores_gemma":[0.000560116,0.000159793,0.0001697191,0.0005440383,0.0003477251,0.0002261619,0.0003337716,0.0004686672,0.0003839727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001379853,"about_ca_system_score_gemma":0.00009698889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009280294,"about_ca_topic_score_gemma":0.000531101,"domain_scores_codex":[0.9998617,0.00001600308,0.00001242603,0.00006098604,0.00002635424,0.00002250247],"domain_scores_gemma":[0.9997265,0.00004864671,0.00004017737,0.00004418955,0.00002841722,0.0001122067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0362339,0.001654888,0.1914096,0.0004791839,0.0003691597,0.009429362,0.002154421,0.0008895106,0.7025944,0.0006402018,0.00230057,0.05184478],"study_design_scores_gemma":[0.0007198013,0.00258012,0.9047369,0.0000433926,0.0004132128,0.01272831,0.001582423,0.002075319,0.06704032,0.001138666,0.006852625,0.00008886855],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970548,0.001101211,0.0005076317,0.00003552142,0.00004183918,0.00001206553,0.0004950801,0.0000175137,0.0007343387],"genre_scores_gemma":[0.9969216,0.0006153789,0.0004658063,0.00008282088,0.00002662145,0.00003127847,0.0009811549,0.0000266379,0.0008487136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00277642,"threshold_uncertainty_score":0.009288013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01692482584551565,"score_gpt":0.2595418155345277,"score_spread":0.242616989689012,"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."}}