{"id":"W4313731170","doi":"10.1016/j.cardfail.2022.12.011","title":"Circulating Angiokines Are Associated With Reverse Remodeling and Outcomes in Chronic Heart Failure","year":2023,"lang":"en","type":"article","venue":"Journal of Cardiac Failure","topic":"Angiogenesis and VEGF in Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"Relypsa; Cytokinetics; Strong; National Institutes of Health; National Heart, Lung, and Blood Institute; LivaNova; Genentech; Abbott Diagnostics; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb; Amgen; Boehringer Ingelheim; American Heart Association","keywords":"Medicine; Heart failure; Ventricular remodeling; Cardiology; Internal medicine; Intensive care 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":[0.0004786699,0.0003169698,0.0004449007,0.0003767718,0.0002366247,0.0007290394,0.0002770575,0.0006801396,0.001306455],"category_scores_gemma":[0.001626603,0.0002097143,0.000313502,0.0005111709,0.0003091422,0.0002982976,0.0002999047,0.0008290772,0.0001414336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001891414,"about_ca_system_score_gemma":0.0001893924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008377834,"about_ca_topic_score_gemma":0.0009222272,"domain_scores_codex":[0.999796,0.00006550346,0.00002403971,0.00003224068,0.00003559249,0.00004661541],"domain_scores_gemma":[0.9984853,0.0003428709,0.0007060559,0.00007716129,0.0001053666,0.0002832663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001970717,0.0001526412,0.9853696,0.00004515482,0.000194136,0.0002984997,0.00007576562,0.0001386815,0.004787672,0.0001092052,0.0001400856,0.0067178],"study_design_scores_gemma":[0.00003386383,0.0002133721,0.9985853,0.000009177757,0.0000745088,0.0001730681,0.00005964508,0.0004353938,0.00021038,0.00007660113,0.0001219103,0.000006703681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980872,0.0009543119,0.0002181069,0.00008109531,0.00002079013,0.000006633199,0.000122037,0.000007115182,0.0005026128],"genre_scores_gemma":[0.9991641,0.0001778727,0.000152331,0.00004207489,0.00005542188,0.000007812089,0.0001123133,0.00000289531,0.0002853169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001306455,"threshold_uncertainty_score":0.004370511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01151462159627519,"score_gpt":0.2564132327392773,"score_spread":0.2448986111430021,"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."}}