{"id":"W1980424008","doi":"10.1121/1.4709213","title":"The life and death of single cells: an acoustic microscopy investigation","year":2012,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Attenuation; Acoustic microscopy; Materials science; Mitosis; Ultrasound; Programmed cell death; Apoptosis; Cancer cell; Acoustic attenuation; Cell; Biomedical engineering; Microscopy; Cancer; Pathology; Medicine; Chemistry; Optics; Cell biology; Biology; Radiology; Internal medicine; Physics","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":[0.0002475386,0.0001586712,0.0001635174,0.0005228716,0.0002809608,0.0002156221,0.0002919899,0.000432126,0.001175169],"category_scores_gemma":[0.000345089,0.0001702634,0.0001019951,0.0002674889,0.0003569569,0.0005779353,0.0002739274,0.0003438604,0.0002859999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002122973,"about_ca_system_score_gemma":0.0001351272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004173138,"about_ca_topic_score_gemma":0.0004032039,"domain_scores_codex":[0.9998635,0.00001197514,0.000008214088,0.00002836168,0.00006757527,0.0000203496],"domain_scores_gemma":[0.9997275,0.0001112938,0.00003921337,0.00002219483,0.00007086871,0.00002877559],"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":[0.00002702136,0.0000156739,0.0006114135,0.00004809041,0.000003177653,0.0000745413,0.00007987054,0.0001635199,0.9933985,0.0003224334,0.00005678623,0.005198926],"study_design_scores_gemma":[0.00001929562,0.0005500215,0.02340471,0.00003436648,0.00002963895,0.001474722,0.000433807,0.01558745,0.9477821,0.001254594,0.009402395,0.00002687442],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9436396,0.005888277,0.04483151,0.0003456608,0.0001000852,0.00006800242,0.00018166,0.0001326326,0.004812628],"genre_scores_gemma":[0.9681893,0.002802415,0.02444435,0.0001202589,0.00004533464,0.00008266896,0.0001271318,0.0000252652,0.004163179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001175169,"threshold_uncertainty_score":0.003931344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01720836328630695,"score_gpt":0.227312487480518,"score_spread":0.2101041241942111,"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."}}