{"id":"W287808344","doi":"","title":"Portable 3D/4D Ultrasound Diagnostic Imaging System","year":2010,"lang":"en","type":"article","venue":"","topic":"Electrical and Bioimpedance Tomography","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Triage; Medical imaging; Computer science; Ultrasound imaging; Ultrasound; Artificial intelligence; Medical physics; Medicine; Medical emergency; Radiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003169297,0.0007306231,0.0005374093,0.00122899,0.0004044451,0.0008509998,0.001720711,0.0007707694,0.04257245],"category_scores_gemma":[0.000765141,0.0003775695,0.0003129647,0.0007269069,0.0002489689,0.0006667103,0.001380081,0.0004273293,0.01647722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003598004,"about_ca_system_score_gemma":0.0006095291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001414885,"about_ca_topic_score_gemma":0.0007841699,"domain_scores_codex":[0.9996181,0.00003812838,0.00002836232,0.00009147709,0.0001880964,0.00003592054],"domain_scores_gemma":[0.9995478,0.00006652404,0.00005097648,0.00009596691,0.0001806936,0.00005803072],"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":[0.001413531,0.000248633,0.008433953,0.0009626923,0.0001418749,0.00171422,0.0004243907,0.01031151,0.1907131,0.004572213,0.0885881,0.6924759],"study_design_scores_gemma":[0.0007218444,0.00237261,0.02363545,0.0004979653,0.0005244059,0.01380092,0.0004158821,0.2233491,0.2600971,0.006506682,0.4676021,0.0004760651],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07021612,0.001324922,0.7975745,0.001232192,0.00072266,0.001172985,0.004736463,0.0557476,0.0672726],"genre_scores_gemma":[0.6265564,0.001208441,0.2584524,0.001719356,0.0004379762,0.001099902,0.007717067,0.0009136401,0.1018948],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04257245,"threshold_uncertainty_score":0.142419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001570114401513722,"score_gpt":0.1596269494270892,"score_spread":0.1580568350255755,"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."}}