{"id":"W2072332700","doi":"10.1016/j.jcjd.2014.07.175","title":"Outpatient Assessment of Hemodynamic and Autonomic Function in Advanced Heart Failure Using Ambulatory Impedance Cardiography","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Impedance cardiography; Hemodynamics; Heart failure; Ambulatory; Cardiology; Internal medicine; Blood pressure; Pure autonomic failure; Autonomic nerve; Autonomic function; Ambulatory blood pressure; Diabetes mellitus; Heart rate; Heart rate variability; Stroke volume; Endocrinology; Orthostatic vital signs","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003608517,0.00009995151,0.0003721903,0.0004658707,0.00003750612,0.00001041268,0.00004247594,0.00006332697,0.000004302793],"category_scores_gemma":[0.00002889462,0.00009478626,0.0001003196,0.0001398892,0.00006219718,0.00008495996,0.000003672262,0.0002107714,1.467979e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002379918,"about_ca_system_score_gemma":0.0004951554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003287009,"about_ca_topic_score_gemma":0.000668476,"domain_scores_codex":[0.9991884,0.00005772685,0.0003211253,0.0001057533,0.0001103995,0.0002165612],"domain_scores_gemma":[0.9992745,0.00004037777,0.0001617523,0.0001279556,0.00009428319,0.0003011594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004920619,0.00001151913,0.980555,0.00004912295,0.00005795122,0.000001193147,0.00007557085,0.002035963,0.01133426,0.00003750522,0.00001084617,0.005826131],"study_design_scores_gemma":[0.001107595,0.0005138539,0.979425,0.0004299378,0.00005247827,0.000005788011,0.0001093058,0.01704476,0.0003732199,0.0001195177,0.0007277048,0.00009081899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983201,0.0007843595,0.0002371282,0.0001305393,0.0003811972,0.00009827129,0.000004559578,0.00000328115,0.0000405341],"genre_scores_gemma":[0.9975609,0.000006366307,0.0022502,0.00006741746,0.00009448674,0.00000137708,0.000001515253,0.00001471929,0.000003037622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01500879,"threshold_uncertainty_score":0.3865272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006067652590079877,"score_gpt":0.240184928967396,"score_spread":0.2341172763773161,"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."}}