{"id":"W4416239410","doi":"10.1002/jev2.70185","title":"Recommendations for Studying <i>In Situ</i> Extracellular Vesicles From Solid Tissue","year":2025,"lang":"en","type":"article","venue":"Journal of Extracellular Vesicles","topic":"Extracellular vesicles in disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"National Heart, Lung, and Blood Institute; National Institute on Aging; Vetenskapsrådet; National Institutes of Health; Università degli Studi di Brescia; Ministero della Salute","keywords":"Extracellular vesicles; Extracellular vesicle; Extracellular; Snapshot (computer storage); Vesicle; Microvesicles","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"],"consensus_categories":[],"category_scores_codex":[0.001353453,0.0004100376,0.0005982945,0.0003467299,0.0002105319,0.0001341324,0.0008164928,0.0003157687,0.00004994045],"category_scores_gemma":[0.0004005414,0.000428099,0.0004087561,0.0003354813,0.0001534646,0.00005632309,0.0001792952,0.000386728,0.00001110542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009249981,"about_ca_system_score_gemma":0.000331729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000170308,"about_ca_topic_score_gemma":0.00005360198,"domain_scores_codex":[0.9966587,0.0002912744,0.001568648,0.0005844713,0.0003356102,0.0005612927],"domain_scores_gemma":[0.9977123,0.000258477,0.000773703,0.0006892699,0.0003433262,0.0002228858],"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":[0.0004068224,0.0006888669,0.002015768,0.0000626998,0.0002385671,0.0000944801,0.0001815539,0.0003295835,0.9674045,0.0006532372,0.008288788,0.01963507],"study_design_scores_gemma":[0.002601245,0.0003380374,0.001482609,0.0002776694,0.000211982,0.00002401174,0.0008532468,0.0001837656,0.8834654,0.004790571,0.10535,0.0004214413],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8749826,0.0587986,0.06266008,0.001701323,0.0008145414,0.000635764,0.00007077574,0.00002065081,0.0003156515],"genre_scores_gemma":[0.9730843,0.0008055401,0.02345082,0.0002577375,0.000656831,0.0000407261,0.0001378673,0.00007387355,0.001492266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09810173,"threshold_uncertainty_score":0.9998171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0221031587735885,"score_gpt":0.3046665351099576,"score_spread":0.2825633763363691,"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."}}