{"id":"W2979783690","doi":"10.1016/j.cjca.2019.07.543","title":"DOPPLER ULTRASOUND ASSESSMENT OF INTRA-RENAL VENOUS FLOW IN PATIENTS WITH ACUTE DECOMPENSATE HEART FAILURE: A POTENTIAL ACUTE CARDIORENAL SYNDROME BIOMARKER","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary Laboratory Services","funders":"","keywords":"Medicine; Acute decompensated heart failure; Cardiology; Internal medicine; Cardiorenal syndrome; Acute kidney injury; Heart failure; Cardiac catheterization; Doppler echocardiography; Prospective cohort study; Renal function; Central venous pressure; Heart rate; Blood pressure; Diastole","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004005168,0.0002080622,0.001095413,0.0004978073,0.00003994981,0.00001586617,0.0001577022,0.0001766176,0.00004749453],"category_scores_gemma":[0.00001461189,0.0001621434,0.0002603139,0.0002094202,0.000140376,0.000081032,0.000009191221,0.0004261553,0.00000542086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003670376,"about_ca_system_score_gemma":0.001524716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004241397,"about_ca_topic_score_gemma":0.000203473,"domain_scores_codex":[0.9983153,0.0001736248,0.0005060398,0.0002099101,0.0003062504,0.0004888531],"domain_scores_gemma":[0.9986601,0.00004557312,0.0001988539,0.0002807509,0.0002967077,0.0005180245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007231366,0.00003398682,0.9807617,0.0000318639,0.004630421,0.002656187,0.0001233573,0.003942414,0.004343857,0.00001578354,0.001333649,0.001403657],"study_design_scores_gemma":[0.005756693,0.002896881,0.9743548,0.0001802376,0.0004253939,0.01169577,0.00003548041,0.000110427,0.00006961955,0.00002517204,0.004266367,0.0001831873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970234,0.00007206311,0.001052538,0.0002302391,0.0009223259,0.0002879233,0.00009320498,0.00000431479,0.0003140078],"genre_scores_gemma":[0.9967155,0.00001905305,0.002885089,0.00005752968,0.0002040894,0.000002369021,0.00005522303,0.00002994215,0.00003116106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00903958,"threshold_uncertainty_score":0.6612015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004388805685185009,"score_gpt":0.2319979883280289,"score_spread":0.2276091826428439,"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."}}