{"id":"W4295038126","doi":"10.2337/db22-0004","title":"Ca2+ Oscillations, Waves, and Networks in Islets From Human Donors With and Without Type 2 Diabetes","year":2022,"lang":"en","type":"article","venue":"Diabetes","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institutes of Health; Javna Agencija za Raziskovalno Dejavnost RS; National Institute of Diabetes and Digestive and Kidney Diseases; Shantou University","keywords":"Islet; Calcium; Endocrinology; Diabetes mellitus; Internal medicine; Pancreatic islets; Insulin; Homeostasis; Calcium in biology; Insulin oscillation; Glucose homeostasis; Calcium metabolism; Type 2 diabetes; Biology; Secretion; Type 1 diabetes; Stimulus (psychology); Medicine; Insulin resistance; Psychology","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":[0.0003554173,0.0002222622,0.0004719954,0.0007100702,0.0003733542,0.0004512698,0.000188274,0.0002778592,0.002383274],"category_scores_gemma":[0.0005564274,0.00016259,0.0001544093,0.0006206494,0.000341948,0.0002825581,0.0003652599,0.0004551325,0.0002637911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001483072,"about_ca_system_score_gemma":0.0001173628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009692716,"about_ca_topic_score_gemma":0.0007476755,"domain_scores_codex":[0.9998342,0.00002100196,0.00001714584,0.00006533321,0.00003482799,0.00002747937],"domain_scores_gemma":[0.9997372,0.00004171747,0.00004332366,0.00004158547,0.00003179078,0.0001043019],"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":[0.02734717,0.00206478,0.3439655,0.0004266753,0.0003522315,0.009680508,0.002392166,0.0007043719,0.5598109,0.0006051676,0.001331521,0.051319],"study_design_scores_gemma":[0.0003886425,0.002222385,0.9382843,0.00003082358,0.000277253,0.01009559,0.001545522,0.001329358,0.04056675,0.0007289466,0.004460617,0.00006967963],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974787,0.001066411,0.0004306627,0.00002560122,0.000026047,0.00001570676,0.0002784237,0.0000112533,0.0006672971],"genre_scores_gemma":[0.9980984,0.0004442262,0.0003247384,0.00006019185,0.00001638585,0.00002783316,0.0004530468,0.00001280432,0.000562328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002383274,"threshold_uncertainty_score":0.007972777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01072542583462374,"score_gpt":0.2297150066987088,"score_spread":0.218989580864085,"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."}}