{"id":"W3021974182","doi":"10.1002/ejhf.289","title":"Recommendations on Pre-Hospital & Early Hospital Management of Acute Heart Failure: A Consensus Paper from the Heart Failure Association of the European Society of Cardiology, the European Society of Emergency Medicine and the Society of Academic Emergency Medicine","year":2015,"lang":"en","type":"review","venue":"European Journal of Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":409,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"Respicardia; Abbott Vascular; Servier; Schweizerische Herzstiftung; Türkiye Bilimsel ve Teknolojik Araştırma Kurumu; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; BG Medicine; Medicines Company; Teva Pharmaceutical Industries; Universitätsspital Basel; Alere; Sanofi; Eli Lilly and Company; Amgen; Vifor Pharma; Pfizer; National Science Foundation","keywords":"Medicine; Heart failure; Intensive care medicine; Medical emergency; Acute care; Health care; Emergency medicine; Internal medicine","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":[0.008888616,0.001631288,0.002979321,0.005958741,0.0008103912,0.002415206,0.003793555,0.004837614,0.006408258],"category_scores_gemma":[0.01739185,0.0006741532,0.003799656,0.004479562,0.0007758208,0.002747701,0.001993323,0.004756153,0.003080554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001999166,"about_ca_system_score_gemma":0.01098658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004478795,"about_ca_topic_score_gemma":0.008145366,"domain_scores_codex":[0.995784,0.001246175,0.001371544,0.0002773507,0.001105209,0.0002157319],"domain_scores_gemma":[0.9901783,0.003884059,0.001547703,0.0001345432,0.003635804,0.0006194732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009667178,0.0001330083,0.0005432781,0.08128569,0.0005404651,0.0004114348,0.0004580852,0.0004076711,0.000409622,0.004634558,0.3664843,0.5445952],"study_design_scores_gemma":[0.0001509123,0.0000884203,0.001553189,0.1433766,0.001179755,0.001123104,0.0004133527,0.000147865,0.0001938525,0.004502444,0.8472038,0.00006669777],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000259145,0.938256,0.001402822,0.04699033,0.008828656,0.0003281138,0.0005370282,0.00004359792,0.003354289],"genre_scores_gemma":[0.001639685,0.9772446,0.005213932,0.0113975,0.001570823,0.0003414385,0.0008118661,0.00001496195,0.00176516],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008888616,"threshold_uncertainty_score":0.04700804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04483851991829828,"score_gpt":0.3233714303596332,"score_spread":0.2785329104413349,"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."}}