{"id":"W768813405","doi":"10.1063/1.4926398","title":"Rapid, one-step fabrication and loading of nanoscale 1,2-distearoyl-sn-glycero-3-phosphocholine liposomes in a simple, double flow-focusing microfluidic device","year":2015,"lang":"en","type":"article","venue":"Biomicrofluidics","topic":"Lipid Membrane Structure and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Microfluidics; Liposome; Lipid bilayer; Materials science; Biocompatible material; Fabrication; Phospholipid; Nanotechnology; Nanoscopic scale; Bilayer; Volumetric flow rate; Vesicle; Fluorescence microscope; Drug delivery; Fluorescence; Membrane; Chemical engineering; Chemistry; Biomedical engineering; Optics","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":[0.0002660509,0.0005454458,0.0002893749,0.0002802449,0.0001613403,0.0002585339,0.0003316695,0.0003438676,0.0006275031],"category_scores_gemma":[0.0001866909,0.0002447671,0.0002201055,0.0001012255,0.0002065229,0.0003419639,0.000343997,0.0003748699,0.0004045889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003054607,"about_ca_system_score_gemma":0.0003269204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001806532,"about_ca_topic_score_gemma":0.0006305865,"domain_scores_codex":[0.9998434,0.00001107122,0.00001607373,0.00006434997,0.0000422759,0.00002279705],"domain_scores_gemma":[0.9999275,0.00001942971,0.0000247804,0.000009916837,0.000008434969,0.000009883093],"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":[0.000009093403,0.000007991433,0.00002193161,0.00001409392,9.390467e-7,0.00001004973,0.000004182707,0.00003271922,0.9990014,0.00005664006,0.00001968809,0.0008211735],"study_design_scores_gemma":[0.000008020681,0.00006458289,0.000295202,0.000001458809,0.00000293758,0.00004740494,0.000003396682,0.0006656365,0.9978671,0.00001944476,0.001020246,0.000004594571],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8299753,0.001422019,0.1618051,0.0003251468,0.0001892858,0.0007706466,0.001428443,0.001287944,0.002796161],"genre_scores_gemma":[0.7846315,0.001102204,0.2086693,0.0001358359,0.00004827013,0.000797016,0.0007936082,0.00007171078,0.003750474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006275031,"threshold_uncertainty_score":0.00221628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03101119645947962,"score_gpt":0.2699377607857065,"score_spread":0.2389265643262269,"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."}}