{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005896251,0.0004171088,0.0002710008,0.000925231,0.0001980616,0.0004095247,0.0001772026,0.0003725867,0.0006886796],"category_scores_gemma":[0.000981963,0.0001113526,0.0001701481,0.0008206954,0.0001785944,0.0001791173,0.0003313519,0.0002973189,0.0001492404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001574606,"about_ca_system_score_gemma":0.0001142969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000379729,"about_ca_topic_score_gemma":0.000583065,"domain_scores_codex":[0.9997924,0.00004999597,0.00002916712,0.00005886135,0.0000442591,0.00002539367],"domain_scores_gemma":[0.9991052,0.0001339793,0.000535477,0.00002944125,0.00009784713,0.00009806405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003374037,0.00003544411,0.9908992,0.0000398151,0.00009469067,0.000137859,0.00004975421,0.0001415345,0.004754191,0.00002061432,0.0001123206,0.003377232],"study_design_scores_gemma":[0.000006155474,0.0001159526,0.9981642,0.000006731727,0.00003635571,0.0003792679,0.00004906522,0.0003041708,0.0007688446,0.00003943712,0.0001270557,0.000002667084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984577,0.0007270155,0.0002250818,0.00004070712,0.000005169617,0.000006786649,0.0002809702,0.00000592439,0.0002506505],"genre_scores_gemma":[0.9989973,0.000154088,0.0004171901,0.00003609074,0.00001255044,0.000008687689,0.0002881105,0.000001623067,0.00008441258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000925231,"threshold_uncertainty_score":0.003118277,"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."}}