{"id":"W2023367371","doi":"10.4253/wjge.v2.i7.237","title":"Contrast enhanced endoscopic ultrasound: More than just a fancy Doppler","year":2010,"lang":"en","type":"article","venue":"World Journal of Gastrointestinal Endoscopy","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Microbubbles; Medicine; Contrast-enhanced ultrasound; Ultrasound; Modality (human–computer interaction); Contrast (vision); Radiology; Endoscopic ultrasound; Blood flow; Doppler ultrasound; Color doppler; Ultrasonography; Computer science; Artificial intelligence","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":[0.0009857293,0.0005486646,0.0008085057,0.0008549445,0.0002938975,0.001562343,0.0005208858,0.001362145,0.002883638],"category_scores_gemma":[0.001467874,0.0002399196,0.0003115791,0.000600107,0.001331702,0.002792913,0.0006823335,0.001817537,0.001891948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004311126,"about_ca_system_score_gemma":0.0006254176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005777447,"about_ca_topic_score_gemma":0.000722354,"domain_scores_codex":[0.9995263,0.00008452294,0.00003291036,0.00008197402,0.0002392124,0.00003512788],"domain_scores_gemma":[0.9993079,0.0003128206,0.00005401328,0.00005676522,0.0001700434,0.00009859074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002667034,0.0001114044,0.002664897,0.002668117,0.00007949117,0.002191583,0.0003039463,0.0002861799,0.04531715,0.01719093,0.03681187,0.8921077],"study_design_scores_gemma":[0.00005164296,0.0005726277,0.004175653,0.0008768915,0.0001071048,0.04077914,0.0001607552,0.0007082907,0.01627698,0.01139446,0.9247836,0.0001127472],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.01813989,0.823832,0.07460856,0.02780029,0.0086273,0.0001087232,0.0001480711,0.0008868293,0.04584837],"genre_scores_gemma":[0.1339227,0.6472138,0.108433,0.03079204,0.01455934,0.0001361414,0.0002778628,0.0003640506,0.06430113],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.002883638,"threshold_uncertainty_score":0.009646773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008644260313576981,"score_gpt":0.24191064932619,"score_spread":0.233266389012613,"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."}}