{"id":"W4411290217","doi":"10.2337/db25-1794-p","title":"1794-P: The Effects of Amyloid Formation in Human Islets on Islet-Derived Extracellular Vesicles","year":2025,"lang":"en","type":"article","venue":"Diabetes","topic":"Supramolecular Self-Assembly in Materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Beekeepers' Association","funders":"","keywords":"Islet; Extracellular vesicles; Amyloid (mycology); Extracellular; Vesicle; Chemistry; Endocrinology; Internal medicine; Cell biology; Biology; Biochemistry; Medicine; Insulin","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":[0.0001577076,0.0002109818,0.0001606466,0.00009489941,0.0001114168,0.0002670173,0.0001007576,0.0002351975,0.001614593],"category_scores_gemma":[0.0001538281,0.00006522256,0.0002658772,0.0001054169,0.0001333658,0.0002017996,0.0002392663,0.0002630682,0.0004261429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001266734,"about_ca_system_score_gemma":0.00008663024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000178857,"about_ca_topic_score_gemma":0.00009061703,"domain_scores_codex":[0.9998959,0.00002787658,0.00001071666,0.00002078544,0.00002750613,0.00001714409],"domain_scores_gemma":[0.9999356,0.00002349405,0.00001204699,0.000007786966,0.00001259895,0.000008394831],"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":[0.0002784252,0.00002064219,0.0003294942,0.00005709404,0.000008155378,0.0001542327,0.00001894505,0.00007174117,0.996267,0.00007809905,0.00006102684,0.002655161],"study_design_scores_gemma":[0.00001633149,0.0004072454,0.004885525,0.000009735036,0.00001619367,0.0006575534,0.00002556523,0.0006159144,0.990527,0.00006518032,0.002770013,0.000003800041],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933485,0.002359769,0.001774074,0.00005896636,0.00004753672,0.00003507793,0.0003027131,0.00002530847,0.002048035],"genre_scores_gemma":[0.9942306,0.001021809,0.001840886,0.00005701675,0.0000141835,0.00003362147,0.0006396968,0.00002251417,0.002139722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001614593,"threshold_uncertainty_score":0.005401373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0064744790801283,"score_gpt":0.2369492197338615,"score_spread":0.2304747406537332,"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."}}