{"id":"W2024594269","doi":"10.1016/j.ultrasmedbio.2008.01.017","title":"High Frequency Ultrasound Tissue Characterization and Acoustic Microscopy of Intracellular Changes","year":2008,"lang":"en","type":"article","venue":"Ultrasound in Medicine & Biology","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":68,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Ontario Institute for Cancer Research; Princess Margaret Cancer Centre; Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"HeLa; Ultrasound; Materials science; Acoustic microscopy; Transducer; Scanning electron microscope; Biomedical engineering; Chemistry; Optics; Medicine; Microscopy; Pathology; Physics; Acoustics; Cell","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":[0.000188912,0.0002591363,0.0001763089,0.000447082,0.0003039635,0.0003327343,0.000309874,0.0005441695,0.002639116],"category_scores_gemma":[0.0003379044,0.0002522935,0.0001494018,0.0002956892,0.0004537446,0.0007409161,0.0002668796,0.0004643659,0.0004894597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002336053,"about_ca_system_score_gemma":0.000123086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005652515,"about_ca_topic_score_gemma":0.0006495589,"domain_scores_codex":[0.9998817,0.00001867678,0.000006688244,0.00003347689,0.00003520239,0.00002422842],"domain_scores_gemma":[0.9997597,0.00009609148,0.00003053576,0.00003904942,0.00005524662,0.0000193691],"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":[0.00003436578,0.00000564888,0.00007614012,0.0000155919,9.603502e-7,0.0000177504,0.00002512715,0.00002276955,0.998719,0.000136286,0.00001577584,0.0009306633],"study_design_scores_gemma":[0.00000735505,0.0001089398,0.004187829,0.00000291185,0.000009548981,0.0002968981,0.00007166896,0.001289579,0.992754,0.0001835418,0.001081951,0.000005693225],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9363035,0.001802807,0.05582921,0.0002854737,0.00005816301,0.0000606529,0.0002214245,0.0001497505,0.005288873],"genre_scores_gemma":[0.9686101,0.0008724867,0.02358998,0.0001184802,0.00003846986,0.00008683623,0.0001861716,0.00005987145,0.006437693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002639116,"threshold_uncertainty_score":0.0088287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008902639015381878,"score_gpt":0.2342864596311137,"score_spread":0.2253838206157318,"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."}}