{"id":"W2005920182","doi":"10.3791/52520","title":"Contrast Imaging in Mouse Embryos Using High-frequency Ultrasound","year":2015,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Angiogenesis and VEGF in Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Sunnybrook Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"National Cancer Institute; Canadian Institutes of Health Research","keywords":"Microbubbles; Ultrasound; Perfusion; Vascularity; Embryo; Contrast-enhanced ultrasound; Embryonic stem cell; Pathology; Biomedical engineering; Medicine; Biology; Cell biology; Radiology; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003308936,0.0001408509,0.0002320472,0.00008905551,0.00003073501,0.00003356854,0.0001749055,0.0000720957,0.00002878514],"category_scores_gemma":[0.0001073361,0.0001250328,0.0001131574,0.00007197467,0.00004620574,0.00001691893,0.0000380772,0.00006735091,0.000002526788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001048329,"about_ca_system_score_gemma":0.0001851893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009999084,"about_ca_topic_score_gemma":0.000003987196,"domain_scores_codex":[0.9988656,0.00008909128,0.0004425519,0.0001508809,0.0002324691,0.0002193867],"domain_scores_gemma":[0.9991438,0.000008465929,0.0003722394,0.0001444379,0.0001833158,0.0001477379],"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":[0.0002001227,0.0001386522,0.02286467,0.000002819763,0.00004717575,0.00002308983,0.0001662044,0.00006966568,0.9756449,0.00002941552,0.0006824858,0.0001307654],"study_design_scores_gemma":[0.003562664,0.0001748554,0.001032902,0.00003855815,0.00001744353,0.0001365617,0.0007063493,0.00003718679,0.9930808,0.00005860852,0.0009686752,0.0001853993],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909704,0.00614909,0.002209031,0.00001908144,0.0003876396,0.00007502081,0.000005710248,0.000002822992,0.0001811807],"genre_scores_gemma":[0.9957053,0.0001661561,0.003394502,0.0002292952,0.000370678,0.000003227608,0.000007235735,0.00002607109,0.00009754078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02183177,"threshold_uncertainty_score":0.509869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03554819258144674,"score_gpt":0.4024760660098403,"score_spread":0.3669278734283936,"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."}}