{"id":"W2620562790","doi":"10.1002/ejhf.866","title":"Understanding Worsening Heart Failure as a Therapeutic Target: Another Step Forward?","year":2017,"lang":"en","type":"letter","venue":"European Journal of Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Heart failure; Clinical endpoint; Decompensation; Clinical trial; Myocardial infarction; Intensive care medicine; Internal medicine; Cardiology; Emergency 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":[0.007876557,0.001099536,0.003076711,0.001245002,0.002964539,0.005430509,0.002240168,0.03387325,0.006391506],"category_scores_gemma":[0.04515039,0.0005604396,0.001463893,0.0008393596,0.004799497,0.01361782,0.003333621,0.06086488,0.005865107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004178647,"about_ca_system_score_gemma":0.005274827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003484871,"about_ca_topic_score_gemma":0.005382995,"domain_scores_codex":[0.9939831,0.002503753,0.0008848896,0.0006085563,0.001566686,0.0004530133],"domain_scores_gemma":[0.9696483,0.02015083,0.00138943,0.0006855789,0.005544228,0.002581612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009093018,0.0001141629,0.001579623,0.0002770226,0.00004471604,0.00150881,0.0003855655,0.000150602,0.0001904478,0.005784082,0.9338059,0.05606817],"study_design_scores_gemma":[0.0003563585,0.0003180758,0.003010377,0.003943603,0.0001311358,0.008974239,0.002959667,0.001332476,0.0004070487,0.07570277,0.9025403,0.0003239465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000112881,0.004527916,0.000105626,0.9890242,0.00577994,0.000002614897,0.00001784153,0.00001270459,0.0004162874],"genre_scores_gemma":[0.004483688,0.01414605,0.0006730714,0.8796844,0.09928729,0.00002507587,0.00005246046,0.0000224351,0.001625448],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03387325,"threshold_uncertainty_score":0.04165572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05915406340326228,"score_gpt":0.279891784221142,"score_spread":0.2207377208178797,"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."}}