{"id":"W2015072354","doi":"10.1115/sbc2007-171443","title":"Variation in the Hemodynamics of Young Adult Carotid Bifurcations","year":2007,"lang":"en","type":"article","venue":"ASME 2007 Summer Bioengineering Conference","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Carotid bifurcation; Hemodynamics; Bifurcation; Variation (astronomy); Mathematics; Reproducibility; Geometric mean; Medicine; Cardiology; Carotid arteries; Geometry; Statistics; Physics; Nonlinear system","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":[0.0006204415,0.0001378926,0.0002574187,0.0004385764,0.0001537724,0.0002728127,0.000103935,0.000298641,0.000798857],"category_scores_gemma":[0.001937356,0.00009685793,0.0001302748,0.0002556469,0.0002249983,0.0001971517,0.0002088954,0.0002283137,0.0003287773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001264503,"about_ca_system_score_gemma":0.0001380785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007032842,"about_ca_topic_score_gemma":0.0009320196,"domain_scores_codex":[0.9997171,0.00006751005,0.00002727405,0.00009474737,0.00006660159,0.00002675757],"domain_scores_gemma":[0.999321,0.0001905669,0.0002279919,0.00007237099,0.00009406274,0.0000940283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005386798,0.00009333539,0.9538164,0.00004667564,0.00005967088,0.0007066332,0.0006786494,0.0002346973,0.02176811,0.0001921239,0.0002848085,0.02158025],"study_design_scores_gemma":[0.000002752948,0.0002186426,0.9983593,0.000003285663,0.000009390738,0.0004668283,0.00007622383,0.0001466993,0.0005041153,0.00006743096,0.0001418056,0.000003490572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977826,0.0004869008,0.0009500082,0.00002957255,0.000009442864,0.00001069725,0.0001644408,0.00001247835,0.0005538747],"genre_scores_gemma":[0.9988486,0.0001719492,0.0005933445,0.00003585642,0.00003200254,0.00001317672,0.0001455832,0.000003275881,0.0001561874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000798857,"threshold_uncertainty_score":0.003281236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01619440932903982,"score_gpt":0.2761898507166257,"score_spread":0.2599954413875859,"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."}}