{"id":"W1968959696","doi":"10.1007/s11517-014-1185-3","title":"Subject-specific estimation of central aortic blood pressure via system identification: preliminary in-human experimental study","year":2014,"lang":"en","type":"article","venue":"Medical & Biological Engineering & Computing","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Korean-American Scientists and Engineers Association; Heart and Stroke Foundation of Canada","keywords":"Human physiology; Blood pressure; Identification (biology); Biomedical engineering; Aortic pressure; Computer science; Cardiology; Medicine; Biological system; Internal medicine; Biology","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":[0.002206132,0.0005711883,0.000746045,0.0002049006,0.0003327242,0.000439275,0.0004989426,0.0005946927,0.001956361],"category_scores_gemma":[0.005875496,0.0003330961,0.0003731094,0.0001731052,0.0007818185,0.0006450994,0.0005674693,0.0004874727,0.0004853013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001173993,"about_ca_system_score_gemma":0.000290749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001704472,"about_ca_topic_score_gemma":0.001206673,"domain_scores_codex":[0.9991263,0.0005142876,0.00005636648,0.0001477632,0.00007116442,0.00008424348],"domain_scores_gemma":[0.9955196,0.003169711,0.0001657267,0.0006194537,0.0004096221,0.0001158472],"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":[0.06248095,0.02653435,0.03734371,0.002349286,0.001371518,0.001054729,0.008086047,0.03071875,0.622211,0.001468272,0.002083484,0.2042979],"study_design_scores_gemma":[0.003665606,0.1793591,0.4214974,0.0001718369,0.002076417,0.00357176,0.003844312,0.2014102,0.1764961,0.002961523,0.004649298,0.0002965849],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804965,0.0001889567,0.01849195,0.00003086022,0.00003387697,0.0001799952,0.0001446044,0.00005671571,0.0003764689],"genre_scores_gemma":[0.9934517,0.0001854648,0.005063511,0.00003543693,0.00003418036,0.0001518579,0.0002858294,0.00002548117,0.0007664819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002206132,"threshold_uncertainty_score":0.01166725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01233026964403779,"score_gpt":0.2577480329166252,"score_spread":0.2454177632725875,"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."}}