{"id":"W2996282369","doi":"10.1016/j.jmoldx.2019.08.004","title":"Acoustofluidic Salivary Exosome Isolation","year":2019,"lang":"en","type":"article","venue":"Journal of Molecular Diagnostics","topic":"Extracellular vesicles in disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":154,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of General Medical Sciences; National Institute for Health and Care Research; Canadian Institutes of Health Research; National Cancer Institute; National Institutes of Health; Queen Elizabeth Hospital Birmingham Charity; U.S. Army Medical Research Acquisition Activity; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Tobacco-Related Disease Research Program","keywords":"Isolation (microbiology); Exosome; Computational biology; Biology; Microbiology; Microvesicles; Genetics; microRNA","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002787528,0.0001568197,0.000189307,0.00008811399,0.00002692717,0.00002904605,0.0003115991,0.0001551407,0.00006273333],"category_scores_gemma":[0.0006313784,0.0001546144,0.0002164607,0.0000985153,0.00004443491,0.00001029306,0.00009791983,0.0001769358,0.00006292979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002596455,"about_ca_system_score_gemma":0.0001494993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.759402e-7,"about_ca_topic_score_gemma":2.660321e-7,"domain_scores_codex":[0.9987659,0.00009606402,0.0004154365,0.0001805971,0.000333376,0.0002086662],"domain_scores_gemma":[0.9988241,0.00005493875,0.0003169902,0.0003871427,0.000255079,0.0001617245],"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":[0.00008092889,0.0001416949,0.01162618,0.0000263986,0.0000884138,0.0001679129,0.00001721388,0.0009396861,0.9806132,0.0001608607,0.00540755,0.0007300001],"study_design_scores_gemma":[0.001849246,0.001251544,0.009602281,0.0001229575,0.0001968032,0.0003749465,0.00006947584,0.000208203,0.9579271,0.001058122,0.02689064,0.0004486451],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9610565,0.01126144,0.02622546,0.0001477691,0.0005074669,0.000149553,0.000008831136,0.000005936715,0.0006371052],"genre_scores_gemma":[0.9942362,0.001398239,0.003267124,0.0005752867,0.0003053514,0.000001858023,0.00002732439,0.00004214478,0.0001464576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03317977,"threshold_uncertainty_score":0.6304991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003550517027568977,"score_gpt":0.2216788034057087,"score_spread":0.2181282863781397,"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."}}