{"id":"W2062993589","doi":"10.1109/ultsym.2013.0142","title":"A low cost open source high frame-rate high-frequency imaging system","year":2013,"lang":"en","type":"article","venue":"","topic":"Ultrasound Imaging and Elastography","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Data acquisition; Field-programmable gate array; Virtex; PCI Express; Computer hardware; Frame rate; Computer science; Microcontroller; Bimorph; Embedded system; Actuator; Artificial intelligence","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":[0.0008814172,0.0006984291,0.000959489,0.001534858,0.0004408848,0.001184485,0.002769897,0.001154766,0.02744658],"category_scores_gemma":[0.001658893,0.000394119,0.0004458759,0.0006407792,0.000386411,0.001508464,0.001917824,0.0008582188,0.01300379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004156709,"about_ca_system_score_gemma":0.0006280327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003377002,"about_ca_topic_score_gemma":0.0002839194,"domain_scores_codex":[0.9981425,0.0001213794,0.00009657034,0.0002974547,0.001251724,0.00009033482],"domain_scores_gemma":[0.9984984,0.0002662535,0.0001283617,0.0003180037,0.0006161935,0.0001727537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007868761,0.0004245493,0.001861301,0.0005616745,0.0000819795,0.0008890364,0.000288605,0.003727601,0.26967,0.005870901,0.02867059,0.6871669],"study_design_scores_gemma":[0.0004592373,0.001831331,0.01231109,0.0001800806,0.0002428768,0.008858001,0.0001304639,0.1546951,0.4148557,0.005933084,0.4000083,0.0004947283],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01262857,0.0002622518,0.9366962,0.0001484,0.0001833418,0.0003550625,0.0003648367,0.04043944,0.008921929],"genre_scores_gemma":[0.1964068,0.0004660312,0.7398904,0.0006233838,0.0004949879,0.001280823,0.003457849,0.005115602,0.05226408],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02744658,"threshold_uncertainty_score":0.09181792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007085868900777028,"score_gpt":0.232083145265958,"score_spread":0.224997276365181,"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."}}