{"id":"W4306869511","doi":"10.1177/08465371221134055","title":"Non-Invasive Vascular Elastography as a One-Step Imaging Technique to Evaluate Early Vascular Changes in Children Compared to B-Mode-Based Intima-Media Thickness Technique : A Validation Study Using Inter- and Intra-Rater Reliability","year":2022,"lang":"en","type":"article","venue":"Canadian Association of Radiologists Journal","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; McMaster Children's Hospital; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Université de Montréal; Réseau en Bio-Imagerie du Quebec","keywords":"Medicine; Intima-media thickness; Reproducibility; Gold standard (test); Elastography; Ultrasound; Confidence interval; Radiology; Overweight; Nuclear medicine; Carotid arteries; Internal medicine; Body mass index","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01447359,0.0008655335,0.000578715,0.0009149946,0.0005417325,0.0006613948,0.0006052332,0.0007001704,0.0009227177],"category_scores_gemma":[0.01537559,0.0005103808,0.000879822,0.0007416981,0.0008993183,0.0006831842,0.0007485532,0.0006065218,0.0002947969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006577492,"about_ca_system_score_gemma":0.0009392792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004984178,"about_ca_topic_score_gemma":0.009044876,"domain_scores_codex":[0.9929532,0.003014269,0.0006159265,0.001311442,0.001860273,0.0002448267],"domain_scores_gemma":[0.9811514,0.006618168,0.004745895,0.001943449,0.005016925,0.0005240878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001318226,0.0003398132,0.974475,0.0001573517,0.0003939362,0.00006549505,0.001010562,0.0003066004,0.005036589,0.0001006213,0.0001347318,0.01666105],"study_design_scores_gemma":[0.000104838,0.003140545,0.9912005,0.00005993912,0.0002385297,0.0003988707,0.0003840804,0.001284973,0.002488799,0.00004858835,0.000626158,0.00002410446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931992,0.0007846237,0.004344725,0.0000259542,0.00002653176,0.0003084995,0.0002070905,0.00002676347,0.001076655],"genre_scores_gemma":[0.9887009,0.0004252776,0.009541779,0.00004818285,0.00002383837,0.0002780827,0.0003592673,0.00002830795,0.0005943546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01447359,"threshold_uncertainty_score":0.07654458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01298418656190414,"score_gpt":0.2843664168902884,"score_spread":0.2713822303283842,"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."}}