{"id":"W4403651459","doi":"10.1161/circheartfailure.124.012067","title":"Proteomic Signatures of Right Ventricular Outcomes in Pulmonary Arterial Hypertension","year":2024,"lang":"en","type":"article","venue":"Circulation Heart Failure","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"National Center for Advancing Translational Sciences; National Institute of Allergy and Infectious Diseases; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; National Institutes of Health; Acceleron; United Therapeutics Corporation; National Institute of General Medical Sciences; American Heart Association","keywords":"Medicine; Internal medicine; Pulmonary hypertension; Cardiology; Natriuretic peptide; Heart failure; Cohort; Brain natriuretic peptide; Vascular resistance; Afterload; Ventricle; Hemodynamics","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":[0.0003990432,0.0002194586,0.0002661435,0.0004796672,0.0001757055,0.0004663395,0.0001513594,0.0002645696,0.0007376327],"category_scores_gemma":[0.0007357183,0.00009154173,0.000232719,0.0004661159,0.0001450848,0.000172441,0.000404484,0.0002660963,0.0001526648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001375986,"about_ca_system_score_gemma":0.0001415071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005238139,"about_ca_topic_score_gemma":0.0005830434,"domain_scores_codex":[0.9998493,0.00003460636,0.00001118243,0.0000496842,0.00002999619,0.00002515686],"domain_scores_gemma":[0.9995534,0.00006160982,0.0002243921,0.00002777348,0.00006149664,0.00007139125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009647484,0.00007571172,0.9545283,0.00006528969,0.0001722677,0.0002118234,0.0001708932,0.0002130256,0.03612844,0.00005618385,0.0001901883,0.007223099],"study_design_scores_gemma":[0.000006658261,0.0001213516,0.997609,0.000004544196,0.00003329391,0.0002849921,0.00007614063,0.0003807264,0.001270271,0.00007668411,0.0001333636,0.000003014437],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990057,0.000234555,0.0002105023,0.00002215736,0.000002526894,0.000005328971,0.0003519427,0.000004073923,0.0001631257],"genre_scores_gemma":[0.9989727,0.000110011,0.0003114027,0.00002024144,0.000006870176,0.00001091634,0.0004439245,0.000002467597,0.0001214321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007376327,"threshold_uncertainty_score":0.002467632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01624228219904418,"score_gpt":0.273590495458602,"score_spread":0.2573482132595579,"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."}}