{"id":"W1994497032","doi":"10.1039/c2lc20857a","title":"Microfluidic biomechanical assay for red blood cells parasitized by Plasmodium falciparum","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Erythrocyte Function and Pathophysiology","field":"Medicine","cited_by":120,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; McGill University; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Michael Smith Health Research BC; Bill and Melinda Gates Foundation","keywords":"Plasmodium falciparum; Microfluidics; Red blood cell; Microfluidic chip; Biophysics; Stiffness; Cell biology; Erythrocyte deformability; Chemistry; Biology; Biomedical engineering; Malaria; Materials science; Nanotechnology; Immunology; Medicine","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":[0.0002484631,0.0002464936,0.0001692036,0.0003413186,0.0002534807,0.0001508534,0.000224587,0.0002869378,0.0007488618],"category_scores_gemma":[0.0003240043,0.0001365897,0.0001566991,0.0001897512,0.0001686556,0.0001413562,0.0002015444,0.0003173039,0.0001394912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002029376,"about_ca_system_score_gemma":0.000168628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005192604,"about_ca_topic_score_gemma":0.001095977,"domain_scores_codex":[0.999848,0.0000275868,0.00001654827,0.00003390251,0.00004665537,0.00002725019],"domain_scores_gemma":[0.9998425,0.00006609096,0.00003513045,0.00001187834,0.00002441533,0.00001989921],"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":[0.00002566611,0.00002467323,0.0004687856,0.00003002095,0.000004147466,0.00002076514,0.00002752317,0.0001008354,0.997931,0.00006736656,0.00003293052,0.001266214],"study_design_scores_gemma":[0.00001683171,0.0005226255,0.02055285,0.00001336602,0.00002324803,0.0002791836,0.00005458259,0.007691392,0.9691172,0.0001087895,0.001600854,0.00001902762],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749927,0.001764188,0.02122912,0.0001687178,0.00005426816,0.00007961224,0.0003622887,0.00009727319,0.001251913],"genre_scores_gemma":[0.9586091,0.001435337,0.03744501,0.00009027465,0.00003159731,0.0001762415,0.0003791014,0.00001016345,0.001823081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007488618,"threshold_uncertainty_score":0.002505243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02473578628281823,"score_gpt":0.2767489145894399,"score_spread":0.2520131283066216,"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."}}