{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001844212,0.0001660012,0.0003582494,0.000145003,0.000209611,0.00003512227,0.00004321331,0.00005074786,0.0002787559],"category_scores_gemma":[0.00006681422,0.0001400523,0.00002002306,0.0002764343,0.0001183361,0.00007564763,0.0000811842,0.0002253036,0.000002722265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004429314,"about_ca_system_score_gemma":0.00003257824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001264371,"about_ca_topic_score_gemma":0.00001573319,"domain_scores_codex":[0.9989421,0.00007565791,0.0001969903,0.0003185668,0.0001759906,0.0002906867],"domain_scores_gemma":[0.9994025,0.0001635754,0.0000660041,0.0002014386,0.00003336406,0.0001331828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003021859,0.00004872523,0.990462,0.00002277591,0.00006960399,0.000002489095,0.000182838,0.00008417977,0.007356311,0.00008127611,0.0006085401,0.001051044],"study_design_scores_gemma":[0.002965471,0.0007546655,0.9793433,0.0001375671,0.0001753759,0.000002029119,0.0004377951,0.008621833,0.002470751,0.000469067,0.004298429,0.0003237429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938099,0.004296522,0.000001799471,0.0003101203,0.0001001753,0.0002558682,0.00002117695,0.00006083711,0.00114354],"genre_scores_gemma":[0.9980437,0.0000754951,0.0002702851,0.0009268402,0.00008618024,0.00005285647,0.0001853284,0.00002633058,0.0003329616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01111872,"threshold_uncertainty_score":0.5711167,"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."}}