{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007147987,0.0001127985,0.0001086936,0.00006524218,0.00006040333,0.00006688966,0.000107186,0.00004198475,0.0001996269],"category_scores_gemma":[0.00004730506,0.00008957936,0.00005003303,0.0002757059,0.000027111,0.0000969938,0.0000074748,0.0002077177,0.000110675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001177619,"about_ca_system_score_gemma":0.000006892023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006042913,"about_ca_topic_score_gemma":0.00004897749,"domain_scores_codex":[0.9993455,0.000004042306,0.0001349281,0.0001212477,0.0000998606,0.0002944297],"domain_scores_gemma":[0.9995048,0.0002121597,0.00001095058,0.0001615638,0.0000205478,0.0000899919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005519281,0.0001115872,0.5390006,0.0005556557,0.0001322707,0.0001698814,0.0001155603,0.001172717,0.3532231,0.02787131,0.03222405,0.04541772],"study_design_scores_gemma":[0.002376102,0.0001808378,0.2469836,0.0003447544,0.0003456087,0.001605818,0.0004744691,0.3074239,0.271333,0.002047419,0.1622899,0.004594584],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8533677,0.0008212653,0.008103448,0.00004888883,0.00116666,0.0001859718,0.000006257043,0.002183221,0.1341166],"genre_scores_gemma":[0.9978439,0.00002180302,0.001683432,0.00004302038,0.0001671855,0.00001446088,0.000004079459,0.00002033916,0.0002017947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3062512,"threshold_uncertainty_score":0.365294,"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."}}