{"id":"W2006654193","doi":"10.1118/1.4823762","title":"A super‐resolution ultrasound method for brain vascular mapping","year":2013,"lang":"en","type":"article","venue":"Medical Physics","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":243,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"National Institute of Biomedical Imaging and Bioengineering; National Institutes of Health","keywords":"Imaging phantom; Ultrasound; Image resolution; Biomedical engineering; Materials science; Beamforming; Medical imaging; Neuroimaging; Microbubbles; Tomography; Radiology; Medicine; Optics; Computer science; Physics","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":[0.0003614479,0.0004039245,0.0002431104,0.0006168417,0.000144502,0.0002590977,0.0005156489,0.0004342236,0.003119739],"category_scores_gemma":[0.0008204944,0.0003271542,0.0002387208,0.000344622,0.0003644186,0.0004867532,0.0004087402,0.0005357152,0.0008756559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002122048,"about_ca_system_score_gemma":0.0003555662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003792958,"about_ca_topic_score_gemma":0.0006560677,"domain_scores_codex":[0.9998154,0.00004005469,0.000006168779,0.00003315698,0.00009448887,0.0000107224],"domain_scores_gemma":[0.9996308,0.0001544371,0.00004626812,0.00005489945,0.00008828207,0.00002524249],"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":[0.00009668558,0.00001833525,0.0002582099,0.0001236573,0.00001801426,0.0001214522,0.00005570356,0.002083207,0.9002442,0.001537797,0.0005543033,0.09488841],"study_design_scores_gemma":[0.00006114247,0.0004754076,0.003888176,0.00004883189,0.0001078272,0.006581062,0.00004524632,0.1269587,0.8374524,0.00258163,0.02171152,0.00008811622],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0254855,0.001409003,0.9702054,0.0001945934,0.00004094558,0.00007119025,0.00007209382,0.0006207924,0.001900571],"genre_scores_gemma":[0.1476924,0.001222862,0.8480187,0.0001283231,0.00005880712,0.0001343733,0.00009647305,0.00007740215,0.002570573],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003119739,"threshold_uncertainty_score":0.01043653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01287357943678776,"score_gpt":0.2422992489190021,"score_spread":0.2294256694822143,"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."}}