{"id":"W1978386334","doi":"10.1109/tuffc.2011.2061","title":"Effects of cell spatial organization and size distribution on ultrasound backscattering","year":2011,"lang":"en","type":"article","venue":"IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control","topic":"Ultrasound Imaging and Elastography","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Canadian Institutes of Health Research","keywords":"Backscatter (email); Scattering; Physics; Monte Carlo method; RADIUS; Optics; Full width at half maximum; Gaussian; Coherent backscattering; Computational physics; Statistics; Mathematics; Telecommunications","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":[0.0003406944,0.0002479292,0.0002460517,0.0002513744,0.0001259296,0.0003479603,0.0001470561,0.0002261289,0.0002827346],"category_scores_gemma":[0.00135246,0.0002092611,0.0001551736,0.000204899,0.0002804686,0.0002210373,0.0002104672,0.0001590609,0.00006983859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002555056,"about_ca_system_score_gemma":0.0002787045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001886131,"about_ca_topic_score_gemma":0.001564665,"domain_scores_codex":[0.9998281,0.00003630777,0.00001039481,0.00003170915,0.00006411585,0.00002932939],"domain_scores_gemma":[0.9990489,0.0006832698,0.00008940105,0.00004233467,0.00009654729,0.0000394241],"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":[0.0003375012,0.00007452304,0.01577633,0.0001091813,0.00003263501,0.0005512499,0.0002628698,0.2341556,0.7325442,0.0006796271,0.00007646643,0.01539982],"study_design_scores_gemma":[0.00002042312,0.0005385296,0.03547514,0.000015004,0.00006457516,0.0003881455,0.000210306,0.5588947,0.4032,0.0004644798,0.0006832494,0.00004557069],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855627,0.0002626944,0.01351097,0.00001974289,0.000004536844,0.000007371163,0.00002965789,0.00006397258,0.0005383606],"genre_scores_gemma":[0.9975649,0.000157259,0.002121451,0.000007605529,8.08217e-7,0.000004952346,0.00002264643,0.000008609929,0.0001118424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001886131,"threshold_uncertainty_score":0.003750324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004852428358568593,"score_gpt":0.1867842607439661,"score_spread":0.1819318323853975,"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."}}