{"id":"W2316141537","doi":"10.1109/nano.2014.6968129","title":"Microinstrument for optical monitoring of endothelial cell migration under controlled tension/compression via integrated magnetic composite polymer actuation","year":2014,"lang":"en","type":"article","venue":"","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Microchannel; Polydimethylsiloxane; Microfluidics; Actuator; Materials science; Microsystem; Compression (physics); Composite number; Tension (geology); Polymer; Fluidics; Optoelectronics; Nanotechnology; Composite material; Biomedical engineering; Electrical engineering; 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":[0.000275381,0.000340429,0.0001381095,0.0004132529,0.0001891028,0.0002138914,0.0003726,0.0003559911,0.002132942],"category_scores_gemma":[0.0002682091,0.0001697126,0.0001088961,0.0001885861,0.0002208589,0.0002541275,0.0002185209,0.0003583695,0.000333227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003002056,"about_ca_system_score_gemma":0.000182413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003480689,"about_ca_topic_score_gemma":0.0008981498,"domain_scores_codex":[0.9997343,0.00003148889,0.00001125533,0.00007132816,0.0001285848,0.00002306476],"domain_scores_gemma":[0.9998158,0.00007751674,0.00004702148,0.00001669458,0.00002557904,0.00001729058],"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":[0.00002801557,0.00001500096,0.00008914246,0.00002384321,0.00000158767,0.00002142424,0.00001143466,0.000071336,0.9945937,0.0000955748,0.0001062974,0.004942715],"study_design_scores_gemma":[0.00001143354,0.00009529769,0.001314912,0.000003823019,0.000005151553,0.0001156939,0.000007108973,0.004868147,0.9914499,0.00003123283,0.002088099,0.000009091683],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7427481,0.002442668,0.242553,0.0004326151,0.000217178,0.0001878897,0.0008183253,0.003239302,0.007361004],"genre_scores_gemma":[0.7757457,0.0009579974,0.2168242,0.0002076219,0.00005561898,0.0003865329,0.0003033968,0.00007962706,0.005439369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002132942,"threshold_uncertainty_score":0.007135451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01145663713494855,"score_gpt":0.2489915717100274,"score_spread":0.2375349345750789,"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."}}