{"id":"W2050501556","doi":"10.1088/0967-3334/29/11/008","title":"Is flow in the common carotid artery fully developed?","year":2008,"lang":"en","type":"article","venue":"Physiological Measurement","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Heart, Lung, and Blood Institute","keywords":"Common carotid artery; Repeatability; Cardiac cycle; Blood flow; Diastole; Flow velocity; Ultrasound; Phase contrast microscopy; Cardiology; Mathematics; Flow (mathematics); Medicine; Biomedical engineering; Carotid arteries; Physics; Internal medicine; Radiology; Mechanics; Statistics; Blood pressure; Optics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006641104,0.0001232008,0.000291633,0.00003426812,0.0001077298,0.000005209377,0.00009284465,0.00005859519,0.0000826298],"category_scores_gemma":[0.00009822319,0.00007119431,0.0002553006,0.0001624319,0.00004942043,0.0000273997,0.00002665235,0.0001943449,0.00009542896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001175936,"about_ca_system_score_gemma":0.0001276887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003556669,"about_ca_topic_score_gemma":0.0000125062,"domain_scores_codex":[0.998281,0.0002437103,0.0002538,0.0002361979,0.0007204112,0.000264852],"domain_scores_gemma":[0.9993893,0.00002041826,0.00003429631,0.0003269456,0.0001021305,0.0001269481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00831008,0.01704147,0.4214461,0.002946534,0.001993334,0.002731811,0.0100866,0.0007643726,0.1981295,0.0007029562,0.1911094,0.1447379],"study_design_scores_gemma":[0.001278037,0.0001227865,0.9957324,0.00006141552,0.00004603272,0.0001021754,0.0000570656,0.00006216471,0.0003414477,0.0003747752,0.001727632,0.0000940411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947299,0.001031486,0.0002209801,0.001515279,0.0000913919,0.0007616954,0.000003106029,0.00003619116,0.001609974],"genre_scores_gemma":[0.9950997,0.0001518935,0.0002351612,0.004177739,0.0001662708,0.0001339105,0.00001788552,0.000005594204,0.00001181866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5742864,"threshold_uncertainty_score":0.2903219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1548674420888452,"score_gpt":0.312051865072701,"score_spread":0.1571844229838558,"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."}}