{"id":"W2987390185","doi":"10.1002/ejhf.1608","title":"Plasma Proteomic Approach in Patients with Heart Failure: Insights into Pathogenesis of Disease Progression and Potential Novel Treatment Targets","year":2019,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Cardiac Fibrosis and Remodeling","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"John and Lucille Van Geest Foundation; NIHR Leicester Biomedical Research Centre; European Commission; British Heart Foundation; National Institute for Health and Care Research","keywords":"Heart failure; Pathogenesis; Medicine; Proteome; Heart disease; Disease; Arginine; Bioinformatics; Internal medicine; Biochemistry; Amino acid; Biology","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":[0.0003997066,0.0003523365,0.0004176124,0.0008242548,0.000249588,0.0004385373,0.000140272,0.000273895,0.0007346083],"category_scores_gemma":[0.000562098,0.00008496242,0.0002385096,0.0005954709,0.0001715554,0.0003236993,0.0003300413,0.0003643139,0.0001188047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001978798,"about_ca_system_score_gemma":0.000181807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003481333,"about_ca_topic_score_gemma":0.0004525448,"domain_scores_codex":[0.9998606,0.00003983,0.00001270496,0.00003588899,0.00003091774,0.00001998901],"domain_scores_gemma":[0.9998462,0.00003902894,0.00006236687,0.000007315403,0.00001772612,0.00002734725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004532652,0.0003198945,0.5595624,0.001012528,0.0006026553,0.001908026,0.0005140083,0.002418738,0.3192245,0.0005286348,0.001079949,0.1082959],"study_design_scores_gemma":[0.00004823204,0.0006700736,0.9669497,0.00005986139,0.0002085755,0.002684969,0.0003781405,0.00846787,0.01711327,0.00143997,0.001956948,0.00002242998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987685,0.006638719,0.003747249,0.0004994373,0.00002658317,0.00002242913,0.0004801412,0.00003920931,0.0008613273],"genre_scores_gemma":[0.9955342,0.001689471,0.00213469,0.00009067527,0.00003833655,0.00001724235,0.0003255122,0.000003245336,0.0001666018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008242548,"threshold_uncertainty_score":0.0024575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006036534596005182,"score_gpt":0.2089740446325741,"score_spread":0.2029375100365689,"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."}}