{"id":"W1786902894","doi":"10.1016/j.ultrasmedbio.2015.06.003","title":"High-Frequency Acoustic Impedance Imaging of Cancer Cells","year":2015,"lang":"en","type":"article","venue":"Ultrasound in Medicine & Biology","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Acoustic impedance; Acoustic microscopy; Electrical impedance; Materials science; Ultrasound; Acoustics; Transducer; Biomedical engineering; Microscopy; Ultrasonic sensor; Optics; Physics; Medicine","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":[0.0001489407,0.0001461423,0.0001566827,0.0002491914,0.0001627788,0.0004158336,0.0002480129,0.0004965608,0.001746083],"category_scores_gemma":[0.0003100037,0.0001306612,0.0001195589,0.0002991616,0.0002501906,0.0005042778,0.0002773974,0.0003057084,0.0004938859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003379408,"about_ca_system_score_gemma":0.0001419051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005080826,"about_ca_topic_score_gemma":0.0006393243,"domain_scores_codex":[0.9998589,0.00001957982,0.000005700623,0.00002890544,0.00005933867,0.0000275765],"domain_scores_gemma":[0.9998889,0.00005070757,0.00001714583,0.000009176409,0.00002279722,0.00001122696],"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":[0.00003981795,0.000007343866,0.0001591411,0.00001867717,0.000001556685,0.00002214826,0.00003466287,0.0001719797,0.9966323,0.0001575635,0.00007746043,0.002677378],"study_design_scores_gemma":[0.00001628112,0.00006210001,0.00360561,0.000003320361,0.000009244695,0.0002183408,0.00009382531,0.006735946,0.9866682,0.0002267468,0.002352196,0.000008168582],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9591947,0.001440402,0.03167215,0.0006885937,0.00005692396,0.00002386618,0.0002272598,0.0001824086,0.006513754],"genre_scores_gemma":[0.9884281,0.0005942734,0.007548738,0.0001351875,0.00002645764,0.0000192082,0.0001026099,0.00002403204,0.003121301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001746083,"threshold_uncertainty_score":0.005841255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01503841062979718,"score_gpt":0.2648639135919282,"score_spread":0.249825502962131,"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."}}