{"id":"W2201157001","doi":"10.1371/journal.pone.0138940","title":"Elevated Plasma Soluble ST2 Is Associated with Heart Failure Symptoms and Outcome in Aortic Stenosis","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"IL-33, ST2, and ILC Pathways","field":"Immunology and Microbiology","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fondation Institut de Cardiologie de Montréal; Fonds pour la Formation à la Recherche dans l’Industrie et dans l’Agriculture; Institut de Cardiologie de Montréal; Fonds De La Recherche Scientifique - FNRS","keywords":"Asymptomatic; Medicine; Internal medicine; Cardiology; Heart failure; Ejection fraction; Biomarker; Stenosis; Natriuretic peptide; Aortic valve stenosis; Brain natriuretic peptide","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002467266,0.0002101885,0.0005209753,0.0001242562,0.00009950592,0.00002237422,0.0001218258,0.0003179305,0.00007742813],"category_scores_gemma":[0.0002464073,0.0001773258,0.00002941714,0.0002649851,0.0001370751,0.0001349077,0.00006869751,0.0003631162,0.0003495184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008458323,"about_ca_system_score_gemma":0.00009750008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001587809,"about_ca_topic_score_gemma":0.0002501289,"domain_scores_codex":[0.9986425,0.0001445065,0.0003064469,0.0003241168,0.00008948583,0.0004929404],"domain_scores_gemma":[0.9993393,0.00009527474,0.0001018079,0.0002308573,0.0001718611,0.00006086957],"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":[0.0002096817,0.001313457,0.8478945,0.00004591617,0.0007227823,0.000008751437,0.001523067,0.000001271334,0.1436547,0.00004499012,0.004552491,0.00002831835],"study_design_scores_gemma":[0.02965448,0.005253947,0.3965406,0.00125497,0.001210321,0.00005126381,0.00263135,0.0002938787,0.5509467,0.0004099678,0.009641396,0.00211114],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981518,0.000130859,0.000002048539,0.0005769332,0.00008210823,0.0002931192,0.0002866543,0.0001152025,0.0003612771],"genre_scores_gemma":[0.9965254,0.00001340806,0.0001058059,0.0003472263,0.00001387896,0.0000315475,0.0001368796,0.00002649263,0.002799362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.451354,"threshold_uncertainty_score":0.7231135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04423596540624396,"score_gpt":0.2215936455486375,"score_spread":0.1773576801423936,"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."}}