{"id":"W2148126259","doi":"10.1046/j.1525-1594.2003.07182.x","title":"Chaos Attractors of Ventricular Elastance to Evaluate Cardiac Performance","year":2003,"lang":"en","type":"article","venue":"Artificial Organs","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Aging","funders":"","keywords":"Attractor; Mathematics; Fractal; Elastance; Ventricular function; Cardiac output; Hemodynamics; Cardiology; Control theory (sociology); Computer science; Medicine; Internal medicine; Mathematical analysis; Respiratory system; Artificial intelligence","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":[0.0006474931,0.0001168553,0.0003467303,0.00007273925,0.0000651217,0.000008302465,0.00005221724,0.00006693161,0.0004205674],"category_scores_gemma":[0.0003332964,0.0001058857,0.0001054258,0.00035136,0.00004274132,0.00005990771,0.00001148071,0.000123752,0.0003401616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008151842,"about_ca_system_score_gemma":0.0002518707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002086456,"about_ca_topic_score_gemma":0.000005960179,"domain_scores_codex":[0.9988418,0.00008166494,0.0003585368,0.0002305869,0.0002160335,0.000271419],"domain_scores_gemma":[0.9992728,0.00006483038,0.00005375248,0.000322327,0.0001258099,0.0001604604],"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":[0.0001279302,0.0005234997,0.09490627,0.0001395127,0.0001579738,0.00002592455,0.00175018,0.0005705626,0.8759562,0.003653607,0.0003295378,0.02185876],"study_design_scores_gemma":[0.0005284015,0.0004274188,0.09668852,0.00007642952,0.0001625543,0.000009047477,0.0002123737,0.0005557875,0.7898101,0.0001175729,0.1111821,0.0002296832],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996567,0.00007036751,0.0003474459,0.0009556408,0.0003790375,0.0004918655,0.00001082196,0.0000331217,0.001144659],"genre_scores_gemma":[0.9991093,0.00000787769,0.0002512648,0.0002109082,0.0001131511,0.00001416728,0.000003617195,0.00001630589,0.0002733686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1108526,"threshold_uncertainty_score":0.4604918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0215228328574867,"score_gpt":0.2635497911311987,"score_spread":0.242026958273712,"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."}}