{"id":"W4380794812","doi":"10.1161/circ.146.suppl_1.12798","title":"Abstract 12798: Plasma Ferritin, Incident Heart Failure Phenotypes, And Cardiac Dysfunction in Late Life: The Atherosclerosis Risk in Communities Study","year":2022,"lang":"en","type":"article","venue":"Circulation","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Medicine; Heart failure; Internal medicine; Ferritin; Cardiology; Ejection fraction; Atrial fibrillation; Proportional hazards model; Heart failure with preserved ejection fraction; Anemia; Diabetes mellitus; Body mass index; Endocrinology","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":[0.001401866,0.0005447657,0.0006528327,0.000625086,0.0008848466,0.001009299,0.0007257996,0.001033104,0.00181656],"category_scores_gemma":[0.002116271,0.0004975676,0.0004625343,0.001678295,0.0002736087,0.0006118637,0.0007528168,0.001453321,0.0005359422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002544129,"about_ca_system_score_gemma":0.0006655231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01275698,"about_ca_topic_score_gemma":0.01699985,"domain_scores_codex":[0.9993538,0.0002228321,0.00005861421,0.0001474601,0.0001327083,0.00008449595],"domain_scores_gemma":[0.9982978,0.000153831,0.0004257792,0.0001619941,0.00030925,0.000651281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006987902,0.0003552564,0.9958806,0.00004259459,0.0002460652,0.0001008044,0.0001511762,0.00005984701,0.0005376838,0.00002266522,0.001000226,0.0009043448],"study_design_scores_gemma":[0.0001215128,0.0001755956,0.9987084,0.00001909459,0.00009446566,0.0001232925,0.0001620887,0.0001903617,0.00004013156,0.00002744502,0.0003309957,0.000006745142],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907184,0.0003147652,0.000255866,0.0001828161,0.00002554124,0.0001040153,0.007575923,0.00001446863,0.0008082733],"genre_scores_gemma":[0.9917738,0.000185909,0.0004329023,0.0001454257,0.00005529799,0.000206577,0.006270597,0.00001028568,0.0009191773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01275698,"threshold_uncertainty_score":0.02536541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01946004131821542,"score_gpt":0.2399303854598885,"score_spread":0.220470344141673,"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."}}