{"id":"W1992398537","doi":"10.1016/j.ejcnurse.2007.10.003","title":"Ambulatory Impedance Cardiography in Hypertension: A Validation Study","year":2008,"lang":"en","type":"article","venue":"European Journal of Cardiovascular Nursing","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Queen Elizabeth II Health Sciences Centre; University of Toronto; Dalhousie University","funders":"IWK Health Centre; Dalhousie University","keywords":"Impedance cardiography; Medicine; Hemodynamics; Sitting; Blood pressure; Ambulatory; Ambulatory blood pressure; Cardiology; Stroke volume; Cardiac output; Internal medicine; Heart rate; Vascular resistance","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":[0.006491655,0.0005721137,0.0003624122,0.0003664163,0.0003913905,0.0004878513,0.0004702411,0.0007204009,0.0005586075],"category_scores_gemma":[0.01358112,0.0002458174,0.0004620201,0.0002896059,0.0005703839,0.0004218712,0.0004014206,0.0005995792,0.0003973381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002355653,"about_ca_system_score_gemma":0.0004627178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001437434,"about_ca_topic_score_gemma":0.001291602,"domain_scores_codex":[0.9963906,0.002160172,0.0002297632,0.0002933183,0.0007886101,0.0001375395],"domain_scores_gemma":[0.9926412,0.003439746,0.0007194151,0.001205279,0.001611848,0.000382568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003854119,0.007770464,0.9310874,0.0001554346,0.0003546966,0.0004118405,0.002577301,0.0004546713,0.01824367,0.0001435814,0.0003384193,0.03460838],"study_design_scores_gemma":[0.0005293152,0.02583646,0.9655161,0.00003543534,0.0002505696,0.001024078,0.0005147255,0.001695393,0.003406437,0.00005247747,0.001115642,0.00002326966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983914,0.0000839797,0.0009446456,0.00001584774,0.00001451149,0.0001169345,0.00006257893,0.000007179003,0.0003628101],"genre_scores_gemma":[0.9978603,0.0001102477,0.001284653,0.00004943026,0.00002704492,0.0001054349,0.0003164102,0.00000554515,0.0002411003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006491655,"threshold_uncertainty_score":0.03433162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04745024345412593,"score_gpt":0.2535918814794595,"score_spread":0.2061416380253336,"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."}}