{"id":"W4327621767","doi":"10.3390/ijms24065645","title":"Markers of Iron Metabolism and Outcomes in Patients with Heart Failure: A Systematic Review","year":2023,"lang":"en","type":"review","venue":"International Journal of Molecular Sciences","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Hepcidin; Ferritin; Anemia; Observational study; Ejection fraction; Population; Internal medicine; Biomarker; Soluble transferrin receptor; Iron deficiency; Intensive care medicine; Iron status; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006184259,0.001442344,0.009300412,0.00885132,0.0005828244,0.002244493,0.001692594,0.001546158,0.004202297],"category_scores_gemma":[0.02710455,0.0009191223,0.008290041,0.01047011,0.0007076969,0.001793295,0.001344419,0.0009709881,0.0002811733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002965326,"about_ca_system_score_gemma":0.009846527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009331804,"about_ca_topic_score_gemma":0.02513318,"domain_scores_codex":[0.9948899,0.001719361,0.002076624,0.0003929253,0.0007620177,0.0001592495],"domain_scores_gemma":[0.9784859,0.01526523,0.004132377,0.0002984408,0.001568553,0.0002495139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002351361,0.00001365523,0.001258011,0.9685704,0.01465928,0.00008529842,0.000114132,0.00008110748,0.0001078475,0.00009550738,0.0008649675,0.01391475],"study_design_scores_gemma":[0.0004524208,0.0002867888,0.008998575,0.8022826,0.1756502,0.0004258475,0.000222414,0.0001526052,0.0001711807,0.0002581982,0.01104741,0.0000517396],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001861887,0.9963982,0.0001551776,0.0002117392,0.00007146297,0.0004055137,0.0006763437,0.00001047112,0.0002091874],"genre_scores_gemma":[0.02789985,0.9691279,0.0007439849,0.0005142521,0.00009686176,0.0009799405,0.0004846799,0.000006931577,0.0001457227],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009331804,"threshold_uncertainty_score":0.0327059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01869942023971205,"score_gpt":0.333466283083065,"score_spread":0.314766862843353,"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."}}