{"id":"W3110922836","doi":"10.3390/ph13120475","title":"Circulating Melanoma-Derived Extracellular Vesicles: Impact on Melanoma Diagnosis, Progression Monitoring, and Treatment Response","year":2020,"lang":"en","type":"review","venue":"Pharmaceuticals","topic":"Extracellular vesicles in disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Research Board; Health Service Executive; Wellcome Trust; Canadian Institute for Theoretical Astrophysics","keywords":"Melanoma; Medicine; Extracellular vesicles; Cancer; Disease; Metastasis; Microvesicles; Translational research; Cancer research; Disease monitoring; Clinical Practice; Extracellular vesicle; Bioinformatics; Pathology; Biology; Internal medicine; Gene; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006628475,0.0005125082,0.0009184076,0.001158206,0.000140351,0.0009055146,0.0004836102,0.001092304,0.002269784],"category_scores_gemma":[0.001008122,0.0002069617,0.0005655155,0.0006868934,0.000240513,0.0007582356,0.0004422606,0.001203588,0.001099267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005065734,"about_ca_system_score_gemma":0.0006556848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005771731,"about_ca_topic_score_gemma":0.001000349,"domain_scores_codex":[0.9997776,0.00005810798,0.00003194109,0.000036928,0.000076051,0.00001937292],"domain_scores_gemma":[0.999652,0.0002122484,0.0000400004,0.000006583635,0.00007341246,0.0000156759],"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":[0.0001227881,0.00006239505,0.0002468685,0.01711665,0.0001259025,0.0001766639,0.00005879494,0.0004663106,0.004015659,0.004032404,0.01361994,0.9599556],"study_design_scores_gemma":[0.00003046982,0.0002873089,0.001340148,0.006653109,0.0002525865,0.001870818,0.00007299843,0.0003071579,0.002607625,0.001828864,0.9847157,0.00003323249],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002393199,0.9983088,0.0001572438,0.0002676228,0.0001490864,0.000005282276,0.00002140107,0.000005640171,0.0008456426],"genre_scores_gemma":[0.001849965,0.9969995,0.0002476496,0.0002144395,0.0001218544,0.00001107231,0.00003296807,0.000002038084,0.0005206086],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002269784,"threshold_uncertainty_score":0.007593155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07585889613214307,"score_gpt":0.4237150033491211,"score_spread":0.347856107216978,"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."}}