{"id":"W2980526132","doi":"10.1016/j.cjca.2019.10.016","title":"Clinical Significance of Circulating Cardiomyocyte-Specific Cell-Free DNA in Patients With Heart Failure: A Proof-of-Concept Study","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Medicine; Interquartile range; Heart failure; Natriuretic peptide; Cardiology; Internal medicine; Clinical significance; Biomarker; Cell-free fetal DNA; Troponin T; Gastroenterology; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002556399,0.0005894593,0.0007370517,0.0002931712,0.0003209696,0.001375957,0.0005107878,0.00111684,0.002993178],"category_scores_gemma":[0.004630079,0.0003513204,0.0003982987,0.0002050566,0.0009241244,0.0005736259,0.0004483143,0.00118116,0.0005451044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003450492,"about_ca_system_score_gemma":0.0005600589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001622203,"about_ca_topic_score_gemma":0.0001523471,"domain_scores_codex":[0.9988111,0.0004489489,0.00004030384,0.0003369515,0.0002472425,0.000115599],"domain_scores_gemma":[0.9962373,0.002154386,0.0004059938,0.0002724604,0.000334156,0.000595651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08799767,0.009162237,0.3913238,0.001511373,0.001090149,0.002653106,0.001851355,0.00108564,0.3583829,0.0013739,0.003548238,0.1400195],"study_design_scores_gemma":[0.01696394,0.1641692,0.6764309,0.0002650775,0.002643321,0.00653224,0.001148202,0.00567416,0.1050603,0.001544927,0.01937414,0.0001936157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894676,0.002541974,0.004600235,0.00044125,0.0002241662,0.0005008651,0.0007331939,0.0000737626,0.001417069],"genre_scores_gemma":[0.9942378,0.0004582648,0.003050994,0.0005313162,0.0002003585,0.0002903764,0.0005784249,0.00002039672,0.0006321555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002993178,"threshold_uncertainty_score":0.0135197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01041727816262671,"score_gpt":0.2272652310696242,"score_spread":0.2168479529069975,"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."}}