{"id":"W4404052043","doi":"10.1161/circheartfailure.124.011707","title":"Protein Biomarkers of Adverse Clinical Features and Events in Sarcomeric Hypertrophic Cardiomyopathy","year":2024,"lang":"en","type":"article","venue":"Circulation Heart Failure","topic":"Cardiomyopathy and Myosin Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institutes of Health; British Heart Foundation; National Heart, Lung, and Blood Institute; National Institute for Health and Care Research; Cytokinetics","keywords":"Medicine; Hypertrophic cardiomyopathy; Heart failure; Atrial fibrillation; Internal medicine; Cardiology; Biomarker; Sudden cardiac death; Sudden death; Fibrosis","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":[0.0004705209,0.0001330317,0.0004594087,0.0002475929,0.00003824784,0.000004284927,0.00002567344,0.0001265029,0.00001123792],"category_scores_gemma":[0.0001471063,0.0001158272,0.000228763,0.0004669065,0.0001157836,0.00008866879,0.00003890176,0.0002140903,0.0000105005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004114596,"about_ca_system_score_gemma":0.00008013887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005986942,"about_ca_topic_score_gemma":0.00001005653,"domain_scores_codex":[0.9988095,0.0001195231,0.0003707223,0.0003170571,0.0002242428,0.000158943],"domain_scores_gemma":[0.9995338,0.00008470409,0.00003699261,0.0002015708,0.00006286908,0.00008010641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001459893,0.00006152548,0.9792721,0.0005906514,0.0002401937,0.00007464045,0.0003043053,0.00002150333,0.01316169,0.0001878978,0.001023138,0.004916424],"study_design_scores_gemma":[0.0008891941,0.00009505308,0.9889171,0.0005536774,0.0001147981,0.0002485779,0.0002528673,0.0001552017,0.0001406134,0.000106333,0.008416832,0.0001098228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913148,0.005453075,0.00004800273,0.002033467,0.0002352481,0.0006538439,0.000009772692,0.00005616769,0.000195639],"genre_scores_gemma":[0.9989697,0.0000710333,0.0005718641,0.0000716221,0.0001674422,0.00003612212,0.0000148666,0.00001784116,0.0000795595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01302108,"threshold_uncertainty_score":0.4723297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02103825928215632,"score_gpt":0.3032743599003068,"score_spread":0.2822361006181505,"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."}}