{"id":"W4411928018","doi":"10.1002/ejhf.3752","title":"Acute Dyspnoea in Cancer Patients: Prevalence of Acute Heart Failure, Resource Use and Diagnostic Accuracy of Natriuretic Peptides","year":2025,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Chemotherapy-induced cardiotoxicity and mitigation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Alere; European Society of Cardiology; Singulex; Schweizerische Herzstiftung; Universität Basel; National Science Foundation","keywords":"Medicine; Heart failure; Intensive care medicine; Internal medicine; Cancer; Cardiology; Natriuretic peptide","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001276284,0.0002172314,0.0004315247,0.001087763,0.0002923638,0.0009942647,0.0004215663,0.0006393873,0.0008897934],"category_scores_gemma":[0.004717581,0.0001846801,0.0004064921,0.001283628,0.0003201734,0.0005780719,0.0006891106,0.000361431,0.000170167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000421464,"about_ca_system_score_gemma":0.0002308404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00251063,"about_ca_topic_score_gemma":0.002643663,"domain_scores_codex":[0.9989238,0.0003897436,0.0002257647,0.0001854603,0.0001626266,0.0001124449],"domain_scores_gemma":[0.9963294,0.0009455694,0.001932758,0.0001391423,0.0002657504,0.0003874201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005626857,0.000012692,0.9994235,0.000008546137,0.00002022985,0.0000214039,0.00001313559,0.00001114973,0.00004837913,0.000002164675,0.00001685659,0.0003657895],"study_design_scores_gemma":[0.000006548998,0.00006379267,0.9994479,0.000005898679,0.00001227297,0.0001953152,0.00005956744,0.0001467613,0.00002346065,0.000006085435,0.00003066585,0.000001794189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989938,0.0006007138,0.00003879617,0.00004056872,0.000003545504,0.0000078798,0.0001957237,0.000001639363,0.0001172945],"genre_scores_gemma":[0.9996015,0.00009341571,0.00005661445,0.00001738321,0.000009408551,0.000005328845,0.0001985451,4.452139e-7,0.00001742339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00251063,"threshold_uncertainty_score":0.00674969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01042499092286855,"score_gpt":0.2676688607836545,"score_spread":0.257243869860786,"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."}}