{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001269065,0.0001494798,0.0003686566,0.0003750087,0.00004308311,0.00001907516,0.00004380277,0.0001520907,0.0002245997],"category_scores_gemma":[0.00007309487,0.0001081663,0.0001665369,0.0003867764,0.00004480775,0.0001420439,0.00002500095,0.0002223439,0.0001158804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007224937,"about_ca_system_score_gemma":0.0001241935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004657058,"about_ca_topic_score_gemma":0.000002429364,"domain_scores_codex":[0.9986835,0.00006713037,0.0002947082,0.0003187296,0.0004029167,0.0002329751],"domain_scores_gemma":[0.9994561,0.00005986394,0.00002737468,0.0002430093,0.00009240642,0.000121226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002862373,0.001179653,0.4195323,0.0005022127,0.00021204,0.0173652,0.00003236753,0.0001610463,0.556342,0.0002465323,0.003123207,0.001017213],"study_design_scores_gemma":[0.001148774,0.0001278792,0.9765587,0.0004704769,0.00006957204,0.001120046,0.00001815743,0.007993541,0.00497711,0.0004480944,0.006925605,0.0001419739],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930492,0.00098587,0.0000183893,0.004722389,0.0001822707,0.0008664814,0.00001605271,0.00006997856,0.00008934515],"genre_scores_gemma":[0.9989573,0.00001131805,0.0004317145,0.000122511,0.0000898793,0.00004573794,0.0001579039,0.00002133388,0.0001623061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5570264,"threshold_uncertainty_score":0.4410892,"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."}}