{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003169609,0.0002036383,0.0003951765,0.00008523858,0.00008515498,0.000008709632,0.00007995447,0.0002543904,0.0003934902],"category_scores_gemma":[0.00009731223,0.0001673042,0.0001707453,0.0001380948,0.00004586001,0.00003806946,0.00002349255,0.0002070056,0.0004374219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003159778,"about_ca_system_score_gemma":0.00003840453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006067502,"about_ca_topic_score_gemma":5.376145e-7,"domain_scores_codex":[0.9986649,0.0001123703,0.0002556533,0.0002981131,0.0001494762,0.0005195495],"domain_scores_gemma":[0.9990399,0.0002289155,0.00007980243,0.0003152364,0.00004421527,0.0002919119],"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":[0.001096689,0.0005967412,0.0001995914,0.00004806195,0.00007246446,0.000003533533,0.00005628573,3.274977e-8,0.8107161,0.0003878004,0.1865077,0.0003150392],"study_design_scores_gemma":[0.005402101,0.001111479,0.0006265574,0.00003637439,0.0001622659,0.00003748811,0.00002652163,0.00002479194,0.7216123,0.00008835618,0.2706873,0.0001843911],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892358,0.001368877,0.0007778564,0.002762884,0.002002284,0.0008509608,0.0001859422,0.0002125694,0.002602799],"genre_scores_gemma":[0.9823313,0.0003622012,0.0008994163,0.008051845,0.0008311524,0.0001289944,0.0003950315,0.00006005304,0.006939943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08910372,"threshold_uncertainty_score":0.6822469,"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."}}