{"id":"W4283577493","doi":"10.33393/jcb.2022.2370","title":"Characterization of Extracellular vesicles isolated from different Liquid biopsies of uveal melanoma patients","year":2022,"lang":"en","type":"article","venue":"Journal of Circulating Biomarkers","topic":"Extracellular vesicles in disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"McGill University Health Centre","keywords":"Liquid biopsy; Extracellular vesicles; Melanoma; Nanoparticle tracking analysis; Biopsy; Chemistry; Enucleation; Biomarker; Medicine; Exosome; Extracellular vesicle; Pathology; Internal medicine; Gastroenterology; Cancer; Microvesicles; Cancer research; Surgery; Biology; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003056307,0.0001638301,0.0003062413,0.0001374963,0.00008685055,0.0000107826,0.0003046702,0.00008654822,0.00007441382],"category_scores_gemma":[0.0001207212,0.0001613057,0.0002583431,0.0001422586,0.00009812903,0.00001337073,0.0001604966,0.0001205072,2.257604e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004174809,"about_ca_system_score_gemma":0.00008053044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001155532,"about_ca_topic_score_gemma":7.735068e-7,"domain_scores_codex":[0.9980468,0.0002526678,0.0009140199,0.0001917609,0.0004290262,0.0001657942],"domain_scores_gemma":[0.9978718,0.00003430957,0.001523304,0.0002642533,0.0002155256,0.0000908617],"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":[0.001055709,0.0003453487,0.0887779,0.00003875281,0.0003347106,0.00001147793,0.0001650081,0.0001188352,0.9079263,0.000003632824,0.00002320038,0.001199163],"study_design_scores_gemma":[0.001337778,0.001331897,0.1814781,0.00006445353,0.0001322144,0.0000169254,0.0002301725,0.0004876688,0.8144796,0.00003113809,0.0002209352,0.0001891873],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974455,0.0009966602,0.0009125515,0.00002779602,0.0002877797,0.0001385978,0.0001666761,0.000004357336,0.00002012932],"genre_scores_gemma":[0.9992349,0.0000282903,0.0002640891,0.00001629661,0.00008324566,0.000003025331,0.0003292488,0.00002953797,0.00001132542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09344668,"threshold_uncertainty_score":0.6577854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00735702615599543,"score_gpt":0.21362613070259,"score_spread":0.2062691045465946,"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."}}