{"id":"W3015817074","doi":"10.1002/ehf2.12645","title":"Improved Cardiac and Venous Pressures During Hospital Stay in Patients with Acute Heart Failure: An Echocardiography and Biomarkers Study","year":2020,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"FP7 Health; National Center for Advancing Translational Sciences; Japan Heart Foundation; Agence Nationale de la Recherche; Translation Centre for the Bodies of the European Union; European Commission; European Society of Cardiology; International Society for Heart and Lung Transplantation","keywords":"Medicine; Heart failure; Internal medicine; Cardiology; Ejection fraction; Natriuretic peptide; Diastole; Inferior vena cava; Central venous pressure; Venous blood; Heart failure with preserved ejection fraction; Diastolic heart failure; Blood pressure; Heart rate","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":[0.0001803766,0.0002914696,0.0007033764,0.0001927524,0.0001398806,0.00007605581,0.00004713333,0.0001271525,0.00001091029],"category_scores_gemma":[0.00003241152,0.0002295456,0.0002051588,0.0004464889,0.0001015364,0.0002293602,0.00007161058,0.0003443806,0.000002571746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002676847,"about_ca_system_score_gemma":0.00004692323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002081578,"about_ca_topic_score_gemma":0.00003910844,"domain_scores_codex":[0.9982171,0.0001623642,0.0002288882,0.0006342449,0.0004173421,0.0003400659],"domain_scores_gemma":[0.9990364,0.00002208115,0.00003995456,0.0003645191,0.00008643688,0.0004505969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006373298,0.0003309459,0.9936628,0.00006349965,0.001611016,0.00003779583,0.001595118,0.000003661005,0.0007658172,2.391517e-7,0.00106747,0.0002243095],"study_design_scores_gemma":[0.005652101,0.003427038,0.9803796,0.00003640581,0.0004992781,0.000009859634,0.002184994,0.00001444861,0.0002607076,3.50443e-7,0.007256201,0.0002790533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962345,0.0002877363,0.000007555994,0.001502757,0.0001441307,0.00165923,0.00004533447,0.0001140069,0.000004786021],"genre_scores_gemma":[0.9989128,0.00002681562,0.0006805997,0.0001190589,0.0001300823,0.0000376902,0.00003843669,0.00004894128,0.000005555239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01328324,"threshold_uncertainty_score":0.9360598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003399980593773564,"score_gpt":0.1984589875689637,"score_spread":0.1950590069751901,"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."}}