{"id":"W2922094128","doi":"10.1161/circ.139.suppl_1.p021","title":"Abstract P021: Cardiac Biomarkers, Electrolytes, and Anemia with Arrhythmias over Two Weeks in Chronic Kidney Disease: The Atherosclerosis Risk in Communities (ARIC) Study","year":2019,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Christie (Canada)","funders":"","keywords":"Medicine; Internal medicine; Cardiology; Atrial fibrillation; Kidney disease; Sudden cardiac death; Anemia; Heart failure; Natriuretic peptide","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":[0.0005596974,0.0001703946,0.0003429597,0.0001548377,0.0001001854,0.00003203509,0.00005350041,0.00006829709,0.00003229746],"category_scores_gemma":[0.00003750194,0.0001173595,0.00009491175,0.0003163917,0.00006122568,0.0001129803,0.00002259746,0.0003991767,0.000007810228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004259142,"about_ca_system_score_gemma":0.0003539372,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008248154,"about_ca_topic_score_gemma":0.001801818,"domain_scores_codex":[0.9986795,0.0002564637,0.0002319418,0.0002274093,0.0003191124,0.0002855361],"domain_scores_gemma":[0.9990244,0.0001351433,0.00009789682,0.0005458665,0.00003385302,0.0001628317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002504879,0.00006040366,0.9949441,0.0001198382,0.0001207104,0.000006291254,0.0008912717,0.0007458875,0.0004690952,0.000004745978,0.00004289725,0.002344265],"study_design_scores_gemma":[0.004113689,0.0001053411,0.9931392,0.0001924892,0.0001703889,0.000004551465,0.0009037234,0.0008266647,0.0000116411,0.00001219987,0.0003805326,0.0001395447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942283,0.003750638,0.000007561462,0.0001239768,0.00008251694,0.001643298,0.00002524994,0.00002738918,0.0001110691],"genre_scores_gemma":[0.9987702,0.0008525454,0.000004608418,0.00007819961,0.000120653,0.00005209871,0.0000838638,0.00002721533,0.00001063784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006446336,"threshold_uncertainty_score":0.998356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01143776603461011,"score_gpt":0.2599405073659006,"score_spread":0.2485027413312905,"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."}}