{"id":"W7133098612","doi":"","title":"Monitoring structural changes in cells and tissues with high frequency ultrasound signal statistics","year":2005,"lang":"","type":"dissertation","venue":"TSpace","topic":"Ultrasound Imaging and Elastography","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bibliothèque et Archives nationales du Québec; University of Toronto; Library and Archives Canada","funders":"","keywords":"Backscatter (email); Sensitivity (control systems); Envelope (radar); In vivo; SIGNAL (programming language); Ultrasound; Statistical analysis","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":[0.0006161439,0.0001957579,0.0003322845,0.0007897218,0.0001011866,0.000387244,0.0001595421,0.0003270576,0.0007018677],"category_scores_gemma":[0.001413072,0.0001448356,0.0002019484,0.0007735663,0.0003684307,0.000379718,0.0002028939,0.0003017175,0.0003285016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002777959,"about_ca_system_score_gemma":0.0001992091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003763287,"about_ca_topic_score_gemma":0.0004645138,"domain_scores_codex":[0.9996644,0.00006449874,0.00001733819,0.00005363666,0.0001745443,0.00002562199],"domain_scores_gemma":[0.9990898,0.0005061648,0.0001422205,0.00005768099,0.0001721787,0.00003193197],"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":[0.0001018625,0.00004194707,0.003562382,0.00006812254,0.00002227244,0.00004903749,0.00008818957,0.01151791,0.9395579,0.001133263,0.0002120656,0.04364497],"study_design_scores_gemma":[0.00001410433,0.0004768705,0.05848026,0.00001497817,0.00004801747,0.0004483049,0.00009413386,0.1961923,0.7392277,0.002433094,0.002512444,0.00005786514],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6975337,0.0008994414,0.2974732,0.0001688573,0.0000231535,0.00005662769,0.0003587333,0.000491403,0.002995032],"genre_scores_gemma":[0.9014632,0.001088979,0.09420733,0.0000467816,0.00002950026,0.00005910918,0.0003430452,0.00007255143,0.002689445],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0007897218,"threshold_uncertainty_score":0.003258526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009463695956141598,"score_gpt":0.2921830909016145,"score_spread":0.2827193949454729,"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."}}