{"id":"W1788642030","doi":"10.1039/c5lc00945f","title":"Microfluidic cell-phoresis enabling high-throughput analysis of red blood cell deformability and biophysical screening of antimalarial drugs","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Erythrocyte Function and Pathophysiology","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; Vancouver Biotech (Canada); University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Canadian Blood Services","keywords":"Microfluidics; Red blood cell; Blood cell; Throughput; Cell; High-throughput screening; Chemistry; Nanotechnology; Biology; Immunology; Biochemistry; Materials science; Engineering","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":[0.0003466306,0.0001789059,0.0007781849,0.0002974976,0.00004400617,0.000006138083,0.0000770734,0.0001587932,0.00006164063],"category_scores_gemma":[0.0001049351,0.0001469756,0.0002203555,0.0007886597,0.0001766134,0.00005188877,0.00006973121,0.0002034839,0.000005038624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002006703,"about_ca_system_score_gemma":0.00008268504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003366087,"about_ca_topic_score_gemma":0.000003056586,"domain_scores_codex":[0.9985605,0.0001366083,0.0004439797,0.000362973,0.0002742082,0.0002217463],"domain_scores_gemma":[0.9988647,0.0001471084,0.0002245775,0.000411712,0.0001815651,0.0001703724],"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":[0.002266459,0.0008059564,0.01894592,0.0002304913,0.0004586613,0.000008325784,0.0008989761,0.00003387207,0.9754887,0.00009158203,0.0004197318,0.0003513393],"study_design_scores_gemma":[0.00687694,0.001861343,0.08897585,0.00007120905,0.003176762,0.000004689034,0.0005268083,0.0007784358,0.8970131,0.00007739791,0.0004230433,0.0002144699],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980444,0.00050551,0.0001509355,0.0001573233,0.0001243346,0.0001746975,0.0000429578,0.00003062233,0.0007692004],"genre_scores_gemma":[0.9977148,0.0002789638,0.001441002,0.0001942368,0.0001440663,0.000003591584,0.00009542222,0.00001620157,0.0001116715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07847562,"threshold_uncertainty_score":0.599349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0207302376222133,"score_gpt":0.2506732911110979,"score_spread":0.2299430534888846,"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."}}