{"id":"W3116840041","doi":"10.1039/d0lc00957a","title":"Plasmonic nanobowtiefluidic device for sensitive detection of glioma extracellular vesicles by Raman spectrometry","year":2020,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Extracellular vesicles; Raman spectroscopy; Plasmon; Nanotechnology; Mass spectrometry; Chemistry; Glioma; Materials science; Biophysics; Optoelectronics; Chromatography; Optics; Biology; Cell biology; Physics; Cancer research","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002735568,0.000327485,0.0002364794,0.0003368504,0.0002136389,0.0002413441,0.0004543601,0.0005412266,0.001017624],"category_scores_gemma":[0.0003440831,0.0002633987,0.0001668261,0.0001185456,0.0002582291,0.0003664365,0.0005962452,0.0004040173,0.0003673531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002835131,"about_ca_system_score_gemma":0.0002920988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004427936,"about_ca_topic_score_gemma":0.001229813,"domain_scores_codex":[0.9998092,0.00002905018,0.00001118103,0.00003898028,0.00009046832,0.00002109103],"domain_scores_gemma":[0.9999059,0.00003679128,0.0000119308,0.000008755428,0.00002260931,0.00001397436],"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":[0.00001172381,0.000009245418,0.0000441985,0.00003000659,0.000002281598,0.00002023947,0.00001117271,0.00009092707,0.9966379,0.0002093277,0.00007454427,0.002858361],"study_design_scores_gemma":[0.000008859186,0.00007170007,0.0002654319,0.000004793967,0.000004603802,0.0001477941,0.00001590921,0.00595553,0.9910827,0.0001246849,0.0023073,0.00001082524],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7948627,0.002084713,0.1949143,0.0006458998,0.0003554809,0.0002108675,0.0003360994,0.001431698,0.005158201],"genre_scores_gemma":[0.8346546,0.0008159774,0.1578896,0.0002234887,0.00004312418,0.0001841674,0.0002198066,0.0000697068,0.005899438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001017624,"threshold_uncertainty_score":0.003404319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01927012821065429,"score_gpt":0.2320470028783391,"score_spread":0.2127768746676848,"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."}}