{"id":"W2795607274","doi":"10.1002/ejhf.1169","title":"Acute Heart Failure: Lessons Learned, Roads Ahead","year":2018,"lang":"en","type":"review","venue":"European Journal of Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"Abbott Vascular; Pfizer; Servier; Sanofi; AstraZeneca; Daiichi Sankyo Europe; Eli Lilly and Company","keywords":"Medicine; Heart failure; Intensive care medicine; Population; Clinical trial; Psychological intervention; 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":[0.005449089,0.0008729933,0.001288521,0.001252389,0.0009041099,0.004147289,0.001637501,0.003876276,0.01593092],"category_scores_gemma":[0.01392227,0.0003165464,0.0008043097,0.001325091,0.00150265,0.007567903,0.00215739,0.008632814,0.003885997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00164675,"about_ca_system_score_gemma":0.005980236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002446718,"about_ca_topic_score_gemma":0.006215532,"domain_scores_codex":[0.9983621,0.0005407794,0.0002104323,0.0001811607,0.0005227748,0.0001826683],"domain_scores_gemma":[0.9896293,0.0055135,0.0004438908,0.0002578709,0.00234159,0.001813699],"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":[0.000123994,0.0001451718,0.0005528028,0.009237782,0.00006789265,0.0002746677,0.000346749,0.0003052918,0.0001578437,0.01117523,0.1944404,0.7831722],"study_design_scores_gemma":[0.00009410381,0.0003294421,0.002939394,0.03453119,0.00009795556,0.001001377,0.002105021,0.0002909205,0.0001423251,0.04881289,0.9095874,0.00006801535],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006867526,0.8198287,0.001061234,0.1645022,0.008722741,0.00003446494,0.0001818293,0.0001019277,0.004880154],"genre_scores_gemma":[0.007141485,0.9346978,0.002127459,0.03858076,0.0149452,0.00005193195,0.0001843541,0.00003566362,0.00223528],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01593092,"threshold_uncertainty_score":0.05329424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07338254034948286,"score_gpt":0.3599108368570931,"score_spread":0.2865282965076102,"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."}}