{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000416518,0.0001377463,0.0003535993,0.0001057039,0.00005533083,0.00002673235,0.00007572953,0.0001445017,0.000003315054],"category_scores_gemma":[0.0001265906,0.0001061116,0.0002189274,0.0002190571,0.00003344854,0.0000128778,0.00004587456,0.0001347353,0.000001078566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006171843,"about_ca_system_score_gemma":0.000127312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008165565,"about_ca_topic_score_gemma":0.000108579,"domain_scores_codex":[0.9990825,0.00006856874,0.0002690434,0.0001671772,0.0001971739,0.0002155449],"domain_scores_gemma":[0.9993777,0.00002806491,0.0002312347,0.0001324216,0.0001653252,0.00006520114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004529179,0.00001692948,0.7510251,0.00004225483,0.0003704223,0.00004286529,0.00009166273,0.006646411,0.2229733,0.000005990206,0.01786033,0.0008794251],"study_design_scores_gemma":[0.002401064,0.0005876545,0.8583407,0.00100939,0.0002486726,0.0001879749,0.002355346,0.0005890181,0.01156178,0.00005370764,0.1219333,0.0007313619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959549,0.002322285,0.00003576576,0.001468992,0.00009943204,0.0000758196,0.00001451423,0.000007514931,0.00002075074],"genre_scores_gemma":[0.998674,0.0002772429,0.0004544226,0.0001084013,0.0003371865,0.00000335503,0.00001403346,0.0000246469,0.0001067145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2114115,"threshold_uncertainty_score":0.4327107,"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."}}