{"id":"W4380762604","doi":"10.1161/circ.146.suppl_1.9929","title":"Abstract 9929: Epigenome-Wide-Association-Study Characterizes DNA Methylation Changes Associated With Lung and Right Ventricle Dysfunction in Pulmonary Hypertension","year":2022,"lang":"en","type":"article","venue":"Circulation","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; Université Laval","funders":"","keywords":"dNaM; DNA methylation; Transcriptome; Epigenetics; Medicine; Lung; Fibrosis; Differentially methylated regions; Lung cancer; Pathology; Cancer research; Biology; Internal medicine; Gene expression; Gene; Genetics","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":[0.0004176491,0.0001977529,0.000337445,0.0005882467,0.0002384926,0.0003284728,0.0002631641,0.0003364967,0.003315941],"category_scores_gemma":[0.0006933645,0.0001153612,0.0003944686,0.0009093648,0.0001290023,0.0001536475,0.0002876579,0.0004045223,0.0003468732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001015688,"about_ca_system_score_gemma":0.0001482371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001049088,"about_ca_topic_score_gemma":0.002018819,"domain_scores_codex":[0.9996797,0.00007672443,0.0000237065,0.0001345891,0.00004481349,0.00004050287],"domain_scores_gemma":[0.9995084,0.0001354345,0.0001433917,0.00004726546,0.00005357998,0.0001119916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001862445,0.0001012244,0.893989,0.0002226481,0.001460884,0.0006685046,0.0001206454,0.000261617,0.08050714,0.0001246932,0.001431422,0.01924973],"study_design_scores_gemma":[0.00001987325,0.0001113292,0.9950737,0.000007375358,0.0002433713,0.0006924631,0.00003771014,0.0004041182,0.002155649,0.00006632621,0.001183247,0.000004671372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916682,0.001889668,0.00169938,0.0001528925,0.00001994695,0.00001722002,0.003730598,0.00004856155,0.0007733573],"genre_scores_gemma":[0.995756,0.0003302748,0.0006144294,0.0000797821,0.00002545145,0.00001910901,0.002502494,0.00001739603,0.0006550919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003315941,"threshold_uncertainty_score":0.01109296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02115254562513826,"score_gpt":0.2468418936381838,"score_spread":0.2256893480130455,"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."}}