{"id":"W2089559671","doi":"10.1088/0031-9155/55/21/011","title":"Measuring flow-mediated dilation through transverse and longitudinal imaging: comparison and validation of methods","year":2010,"lang":"en","type":"article","venue":"Physics in Medicine and Biology","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials","funders":"Canadian Institutes of Health Research","keywords":"Coefficient of variation; Transverse plane; Brachial artery; Transducer; Ultrasound; Biomedical engineering; Blood flow; Nuclear medicine; Caliber; Mathematics; Medicine; Materials science; Acoustics; Anatomy; Physics; Radiology; Statistics","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":[0.03171668,0.001533525,0.0009280527,0.002671473,0.0005875177,0.001618414,0.001648702,0.001314159,0.0009199642],"category_scores_gemma":[0.04410386,0.0008447825,0.0007428391,0.001759014,0.001119906,0.0009927565,0.001333165,0.001080773,0.0005028481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006414527,"about_ca_system_score_gemma":0.001355563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002382,"about_ca_topic_score_gemma":0.002537279,"domain_scores_codex":[0.9785922,0.008608617,0.002047175,0.004350725,0.005980909,0.0004203384],"domain_scores_gemma":[0.947049,0.0238151,0.00674411,0.00624237,0.01525166,0.0008976895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01055749,0.001794129,0.3205541,0.002255901,0.001799071,0.0003728744,0.003399306,0.008433263,0.3280596,0.001592023,0.001381039,0.3198012],"study_design_scores_gemma":[0.0007586595,0.01048711,0.6323436,0.0005572361,0.001876076,0.003202294,0.0008618883,0.09058143,0.2447058,0.0012319,0.01282299,0.0005709374],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4560916,0.005959838,0.5299077,0.000167228,0.0004217435,0.001998616,0.001456724,0.001208733,0.002787783],"genre_scores_gemma":[0.6016583,0.002437423,0.3884318,0.000207677,0.0001902857,0.003870582,0.001390657,0.000409263,0.001404007],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03171668,"threshold_uncertainty_score":0.1677358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2961846941878873,"score_gpt":0.4691256357775933,"score_spread":0.172940941589706,"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."}}