{"id":"W2055279601","doi":"10.1063/1.3530598","title":"A microfluidic membrane device to mimic critical components of the vascular microenvironment","year":2011,"lang":"en","type":"article","venue":"Biomicrofluidics","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; California HIV/AIDS Research Program","keywords":"Extracellular matrix; Cell biology; Monocyte; Endothelial stem cell; Tumor necrosis factor alpha; Endothelium; Adhesion; Cell adhesion; Shear stress; Chemistry; Biophysics; Materials science; Biology; Immunology; In vitro; Biochemistry; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004865564,0.0002438878,0.0002909105,0.0001521695,0.00009173487,0.00001856185,0.000962161,0.0001681197,0.0002320718],"category_scores_gemma":[0.0001945075,0.0001988529,0.0001836942,0.0004346999,0.0004177728,0.00004690127,0.0004546033,0.0002717035,0.0003571672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001546043,"about_ca_system_score_gemma":0.00003502954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000113776,"about_ca_topic_score_gemma":0.000001072649,"domain_scores_codex":[0.9980099,0.0001006212,0.0004816505,0.0003116489,0.0005001194,0.0005960891],"domain_scores_gemma":[0.9987236,0.0001222545,0.00002853065,0.000781987,0.00005504785,0.0002886349],"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":[0.00001510154,0.0001086333,0.001114411,0.0002059031,0.00007285729,0.000005047476,0.0003325217,9.759336e-7,0.9878855,0.00009967777,0.009177675,0.0009817114],"study_design_scores_gemma":[0.0002921785,0.00003532688,0.01715937,0.0001286345,0.00003593723,0.000009814076,0.00003120537,0.00007060591,0.90227,0.00004217097,0.07971711,0.0002076032],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874723,0.008259476,0.001997554,0.0002909991,0.0007200647,0.000444322,0.00004159543,0.0001144326,0.0006592358],"genre_scores_gemma":[0.9940337,0.003083671,0.002375507,0.0002922381,0.00005934126,0.00002536814,0.000006281157,0.00007268842,0.00005122875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08561544,"threshold_uncertainty_score":0.8108987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04071105337639949,"score_gpt":0.2530584886771856,"score_spread":0.2123474353007861,"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."}}