{"id":"W2091952954","doi":"10.1049/mnl.2011.0010","title":"Microfluidic devices for mechanical characterisation of single cells in suspension","year":2011,"lang":"en","type":"article","venue":"Micro & Nano Letters","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microfluidics; Pipette; Nanotechnology; Materials science; Suspension (topology); Microelectromechanical systems; Electroporation; Computer science; Chemistry","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":[0.0007186702,0.0005603271,0.0007147313,0.0008498245,0.0004465571,0.0006007235,0.0006172324,0.0007820645,0.001745538],"category_scores_gemma":[0.0009718775,0.0003828758,0.0004028436,0.0004318602,0.0005063581,0.0008805614,0.0007343272,0.0009039423,0.001243687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004052237,"about_ca_system_score_gemma":0.0003376496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001151363,"about_ca_topic_score_gemma":0.0002657071,"domain_scores_codex":[0.9992866,0.000077819,0.00007225788,0.0001483832,0.000374485,0.00004041438],"domain_scores_gemma":[0.9995634,0.000224164,0.00006815259,0.00005296039,0.00006825445,0.00002304837],"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":[0.00006381565,0.00003214516,0.0002681522,0.00088306,0.00002933752,0.000114758,0.000103772,0.0007075365,0.8949255,0.008626659,0.002844725,0.09140065],"study_design_scores_gemma":[0.00004310393,0.0003584923,0.001510253,0.0001706992,0.0000590462,0.001174043,0.00005640437,0.008575578,0.807638,0.004820573,0.1754989,0.0000948079],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04412313,0.0927262,0.8392076,0.001860842,0.00277089,0.0005904914,0.001459218,0.00176212,0.0154996],"genre_scores_gemma":[0.2576592,0.05866753,0.6676894,0.001592608,0.001267021,0.001509258,0.00109758,0.0001272038,0.01039028],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001745538,"threshold_uncertainty_score":0.005839467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02434693769369469,"score_gpt":0.1930339771636446,"score_spread":0.1686870394699499,"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."}}