{"id":"W4389252290","doi":"10.1039/d3lc00323j","title":"High-throughput single-cell assay for precise measurement of the intrinsic mechanical properties and shape characteristics of red blood cells","year":2023,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Blood properties and coagulation","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; Shanghai Jiao Tong University; National Natural Science Foundation of China","keywords":"Throughput; Microfluidics; High-throughput screening; Single-cell analysis; Nanotechnology; Cell; Biophysics; Chemistry; Biological system; Materials science; Biomedical engineering; Computer science; Biology; Biochemistry; Engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007710111,0.0005046932,0.0006387998,0.000672831,0.0002424355,0.0005411836,0.0005049129,0.0006686905,0.001088819],"category_scores_gemma":[0.0006599828,0.0002185019,0.0002855764,0.0004053992,0.0002728993,0.0005121281,0.0003328222,0.0007272945,0.0006135306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003583316,"about_ca_system_score_gemma":0.0003528736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003404227,"about_ca_topic_score_gemma":0.001020419,"domain_scores_codex":[0.9994251,0.0001051456,0.00004804017,0.0001525356,0.0002375725,0.00003165906],"domain_scores_gemma":[0.9995485,0.0001734054,0.00007694826,0.00006429347,0.00009627094,0.00004058532],"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":[0.00004243346,0.00008468569,0.001033545,0.00007097449,0.0000213882,0.00002798904,0.00002073065,0.0007812538,0.9815081,0.0004682525,0.0004071501,0.01553352],"study_design_scores_gemma":[0.00001476892,0.0002050729,0.004066155,0.00001107507,0.00003195446,0.0001258591,0.00001929527,0.04157082,0.9497658,0.0005097091,0.003653287,0.00002628119],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2137102,0.005510318,0.7721039,0.0006020618,0.0002860289,0.0004432067,0.002359842,0.002259575,0.002724894],"genre_scores_gemma":[0.5079242,0.003039453,0.4825889,0.0004120894,0.0001684801,0.001019703,0.001308877,0.00008002016,0.00345819],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001088819,"threshold_uncertainty_score":0.004077554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06546152110736295,"score_gpt":0.2238279909867478,"score_spread":0.1583664698793849,"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."}}