{"id":"W2131696835","doi":"10.2337/diabetes.51.2007.s245","title":"Pulsatile Insulin Secretion: Detection, Regulation, and Role in Diabetes","year":2002,"lang":"en","type":"review","venue":"Diabetes","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":216,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Nutrition, Metabolism and Diabetes","funders":"","keywords":"Insulin; Internal medicine; Pulsatile flow; Endocrinology; Insulin oscillation; Diabetes mellitus; Population; Biology; Islet; Hormone; Type 1 diabetes; Medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003762774,0.0004780886,0.001800294,0.0006550154,0.00014311,0.00005323866,0.0001031561,0.0003631541,0.002879673],"category_scores_gemma":[0.000474058,0.0004253433,0.0002650469,0.0008543941,0.0001110615,0.000129481,0.00008265211,0.0005151909,0.0001372457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002051838,"about_ca_system_score_gemma":0.00008732804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007661264,"about_ca_topic_score_gemma":0.000001252918,"domain_scores_codex":[0.9975855,0.0002252574,0.0007865355,0.000598331,0.0003238432,0.0004805847],"domain_scores_gemma":[0.9985094,0.0004399369,0.000300999,0.0004659735,0.00007775906,0.0002059032],"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":[0.000003862102,0.0001226965,0.006320449,0.006943904,0.0001546477,0.000002804868,0.00007071078,0.000001007891,0.00009632947,0.00003609765,0.0005686628,0.9856789],"study_design_scores_gemma":[0.0007251701,0.0001994968,0.002056208,0.003951349,0.0006708839,0.000006604888,0.00003672526,0.0005575309,0.0001720863,0.0002580735,0.99093,0.0004358333],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02448036,0.97088,0.000001087098,0.00004811756,0.0002379423,0.0008938889,0.00004231331,0.0001270671,0.003289239],"genre_scores_gemma":[0.005421782,0.9914141,0.00008602485,0.0001957941,0.0003054249,0.0006272164,0.0004551418,0.0000876918,0.001406768],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9903614,"threshold_uncertainty_score":0.9998198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0198000481038057,"score_gpt":0.2585938043927215,"score_spread":0.2387937562889158,"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."}}