{"id":"W2108374162","doi":"10.1088/0960-1317/20/6/065007","title":"Mechanical properties of mammalian cells in suspension measured by electro-deformation","year":2010,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Microelectrode; Materials science; Deformation (meteorology); Elasticity (physics); Electrode; Chinese hamster ovary cell; Composite material; Planar; Polydimethylsiloxane; Suspension (topology); 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":[0.0001969601,0.0002194831,0.0001640659,0.0001962768,0.0001614771,0.0002631161,0.0002283207,0.0002775106,0.0006700286],"category_scores_gemma":[0.0002842254,0.0001217341,0.0001255495,0.0002193818,0.0002456194,0.0002465526,0.0002143857,0.0004391492,0.0002286228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001641867,"about_ca_system_score_gemma":0.00007993227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000224873,"about_ca_topic_score_gemma":0.0003174053,"domain_scores_codex":[0.9997895,0.00001729346,0.000023095,0.00005283342,0.00009686474,0.0000202787],"domain_scores_gemma":[0.9998314,0.00006539443,0.00003506747,0.00001865309,0.00002947614,0.00001999762],"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":[0.00000536349,0.000004489761,0.0001904231,0.000006067265,0.0000019858,0.000009407152,0.00001127167,0.00003915645,0.9990517,0.0000168661,0.000008305148,0.0006548654],"study_design_scores_gemma":[0.000005018588,0.0001998216,0.01155682,0.00000450677,0.00001180726,0.0001395181,0.0000563098,0.002461428,0.9844704,0.00009058636,0.0009960496,0.000007642107],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706214,0.001114981,0.02592156,0.0001253723,0.00004200869,0.00003831842,0.0004209037,0.00008682838,0.001628646],"genre_scores_gemma":[0.9809437,0.000902342,0.01586745,0.0001183789,0.00001710433,0.00009154427,0.0005603367,0.000015167,0.001484059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006700286,"threshold_uncertainty_score":0.002241433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00611336500880847,"score_gpt":0.1631901299027849,"score_spread":0.1570767648939765,"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."}}