{"id":"W2289938426","doi":"10.1152/ajplung.00369.2015","title":"Microparticles as biomarkers of lung disease: enumeration in biological fluids using lipid bilayer microspheres","year":2016,"lang":"en","type":"article","venue":"American Journal of Physiology-Lung Cellular and Molecular Physiology","topic":"Extracellular vesicles in disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Ottawa Hospital Research Institute","keywords":"Enumeration; Gating; Flow cytometry; Lipid vesicle; Chemistry; Lipid bilayer; Biology; Immunology; Biophysics; Mathematics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008780776,0.0005950845,0.0004360851,0.0006877685,0.0001659008,0.0005375212,0.0003297982,0.0007756393,0.0002633513],"category_scores_gemma":[0.0009929267,0.0002246829,0.0002528611,0.0002997303,0.0003489314,0.0005271266,0.0006197931,0.000633057,0.0002808001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003648531,"about_ca_system_score_gemma":0.0002982921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005762,"about_ca_topic_score_gemma":0.0006730644,"domain_scores_codex":[0.9993594,0.0002086689,0.00004344048,0.0001454225,0.0001836191,0.00005947839],"domain_scores_gemma":[0.9996332,0.0001430606,0.00008835479,0.00003011667,0.00007036248,0.00003506041],"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":[0.00008334071,0.00001561066,0.0004588297,0.00008420032,0.00000796778,0.00001700832,0.00002538016,0.0001810935,0.9930473,0.0001195488,0.00003388434,0.005925815],"study_design_scores_gemma":[0.00001133508,0.0002558643,0.001941114,0.00001787839,0.00002119951,0.0001184493,0.00001706249,0.004062732,0.9919287,0.0001391443,0.001468815,0.0000177431],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7291957,0.01577589,0.2512741,0.000444062,0.0001166718,0.0003536314,0.00061942,0.0009003947,0.001320072],"genre_scores_gemma":[0.8115519,0.004232028,0.1816633,0.0002473344,0.00007791216,0.0004049664,0.0003951764,0.00006051895,0.001366893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008780776,"threshold_uncertainty_score":0.004643798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005571034988491122,"score_gpt":0.2484072568972255,"score_spread":0.2428362219087344,"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."}}