{"id":"W4389515134","doi":"10.1101/2023.12.08.570449","title":"Size photometry and fluorescence imaging of immobilized immersed extracellular vesicles","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Extracellular vesicles in disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"McGill University Health Centre; Genome Canada; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Fluorescence; Microscope; Fluorescence microscope; Materials science; Photometry (optics); Microscopy; Optics; Physics","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":[0.0003107699,0.0004081353,0.0002125519,0.0003356911,0.0001756576,0.0003636436,0.0005278365,0.0003547284,0.0008711133],"category_scores_gemma":[0.0004133372,0.0002151011,0.0002559959,0.0001887093,0.0003227028,0.0003607149,0.0004596874,0.0004780703,0.0003132337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000477064,"about_ca_system_score_gemma":0.0002615806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005825348,"about_ca_topic_score_gemma":0.0007518199,"domain_scores_codex":[0.9996833,0.00002994077,0.00002081583,0.00009878857,0.0001262653,0.00004082707],"domain_scores_gemma":[0.9997643,0.00006958556,0.00005261849,0.00003512961,0.00005326118,0.00002521919],"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":[0.00001143947,0.000006114122,0.0001050596,0.00000860328,0.000001528393,0.0000110082,0.00001010105,0.0001110275,0.9985002,0.00007626682,0.00002368937,0.001134914],"study_design_scores_gemma":[0.000002087358,0.00002665042,0.0009370861,0.000001832143,0.000002031026,0.00002254063,0.00001000714,0.003774954,0.994939,0.0000379746,0.0002416642,0.000004147338],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.93365,0.0002777077,0.06309035,0.0000832833,0.00004079351,0.00005492074,0.0004023394,0.0005626517,0.001837868],"genre_scores_gemma":[0.8868169,0.0004174597,0.1088338,0.00007953325,0.0000244033,0.0001890665,0.0006703118,0.000142101,0.002826387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008711133,"threshold_uncertainty_score":0.003461361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01062869825430781,"score_gpt":0.2309371951205786,"score_spread":0.2203084968662707,"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."}}