{"id":"W7104924594","doi":"10.71781/28164","title":"Quantitative ultrasound imaging during shear wave propagation for application related to breast cancer diagnosis","year":2014,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Ultrasound Imaging and Elastography","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Strong","keywords":"Wave propagation; Ultrasound imaging; Optoacoustic imaging; Ultrasound; Shear waves","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001322824,0.0004630796,0.0003872012,0.000727368,0.0001616262,0.0006410839,0.0003004442,0.0006817039,0.001792523],"category_scores_gemma":[0.00202268,0.0003127312,0.0002929818,0.0009582338,0.0004985729,0.0005412078,0.0003019114,0.0004520973,0.0003646906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003241916,"about_ca_system_score_gemma":0.0003839025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001112929,"about_ca_topic_score_gemma":0.001125456,"domain_scores_codex":[0.9996802,0.000118093,0.00001492644,0.00005623259,0.0001062288,0.0000244014],"domain_scores_gemma":[0.9988231,0.0007712566,0.0001388911,0.00006134444,0.0001753256,0.00003019178],"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":[0.0003154401,0.00003528019,0.004606472,0.0004067322,0.00002774424,0.00007939634,0.0002515047,0.005376523,0.9428838,0.0007575531,0.0001553165,0.04510423],"study_design_scores_gemma":[0.00002841949,0.001050073,0.03922387,0.00007488909,0.0001731886,0.0009430082,0.0004734019,0.1222064,0.827002,0.001664985,0.007055598,0.0001041232],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.480456,0.005852442,0.5089091,0.0004007528,0.00009039733,0.0001210715,0.0004850559,0.0008388555,0.002846343],"genre_scores_gemma":[0.8446853,0.003884668,0.1474522,0.0001058471,0.00005507601,0.0001321407,0.000332491,0.0001120378,0.003240179],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001792523,"threshold_uncertainty_score":0.006995857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01601080425824677,"score_gpt":0.3298991978845223,"score_spread":0.3138883936262755,"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."}}