{"id":"W1990966058","doi":"10.1007/s00330-012-2741-6","title":"Evaluation of distal turbulence intensity for the detection of both plaque ulceration and stenosis grade in the carotid bifurcation using clinical Doppler ultrasound","year":2012,"lang":"en","type":"article","venue":"European Radiology","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Carotid bifurcation; Stenosis; Ultrasound; Radiology; Neuroradiology; Interventional radiology; Doppler ultrasound; Doppler effect; Intensity (physics); Neurology","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":[0.002232687,0.0004399538,0.0004476738,0.001910496,0.0002456759,0.0007498551,0.0002959969,0.0007435654,0.0006422174],"category_scores_gemma":[0.003295201,0.0003599242,0.0003306391,0.0006099505,0.0004387067,0.0004501619,0.0003695037,0.0005064515,0.0001722369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001984436,"about_ca_system_score_gemma":0.0003173835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007987208,"about_ca_topic_score_gemma":0.001199511,"domain_scores_codex":[0.9992482,0.0002639269,0.00009468706,0.00009606101,0.0002047297,0.00009234644],"domain_scores_gemma":[0.9985316,0.0006455681,0.0002415625,0.00004991988,0.0003143467,0.0002170463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003308454,0.0002377349,0.9215335,0.00009855732,0.0001156187,0.0005850362,0.0002086673,0.0002930661,0.05215476,0.0001375151,0.0001174416,0.02120977],"study_design_scores_gemma":[0.00005456371,0.001507373,0.9781324,0.00002202319,0.0002259857,0.001841789,0.0002404671,0.006488645,0.01108295,0.0001254191,0.00024661,0.00003181969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953538,0.0008312709,0.002779157,0.00005559094,0.00001558922,0.00004726444,0.00004635888,0.00002587192,0.000845035],"genre_scores_gemma":[0.9974252,0.0002586645,0.002077697,0.00002492759,0.00002058146,0.00001804043,0.00003426789,0.000002262258,0.0001384162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002232687,"threshold_uncertainty_score":0.01180774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08613987816956403,"score_gpt":0.3419752950432445,"score_spread":0.2558354168736805,"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."}}