{"id":"W3038677804","doi":"10.1002/ehf2.12797","title":"Anaemia, Iron Deficiency and Heart Failure in 2020: Facts and Numbers","year":2020,"lang":"en","type":"review","venue":"ESC Heart Failure","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Iron deficiency; Incidence (geometry); Transferrin saturation; Internal medicine; Comorbidity; Ferritin; Pediatrics; Gastroenterology; Anemia; Cardiology","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":[0.00243147,0.0006699868,0.0007435913,0.002556772,0.0006400418,0.002457314,0.0007471407,0.002330797,0.01295704],"category_scores_gemma":[0.008181616,0.0002826462,0.0006294168,0.003907699,0.0007856745,0.003002274,0.001269828,0.003453747,0.00607225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001474864,"about_ca_system_score_gemma":0.003463655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009785919,"about_ca_topic_score_gemma":0.01398388,"domain_scores_codex":[0.9988045,0.000185313,0.0002049188,0.00009198432,0.0005986696,0.0001146625],"domain_scores_gemma":[0.9951707,0.001234754,0.001035102,0.00008394662,0.001236291,0.001239311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000139996,0.0000346849,0.003228713,0.001836283,0.00002520155,0.00007424398,0.00006083676,0.00009377847,0.0001115925,0.003595406,0.7763944,0.2144048],"study_design_scores_gemma":[0.00003593144,0.00007337217,0.0176635,0.004377072,0.00005153852,0.0003572658,0.0001837644,0.0001658078,0.0000480803,0.001772162,0.9752455,0.0000260195],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003557565,0.7780939,0.0007003231,0.1227684,0.03816691,0.00008652171,0.01738572,0.0003525491,0.03888814],"genre_scores_gemma":[0.03461749,0.8252994,0.003506712,0.0494535,0.035828,0.000373171,0.0218329,0.0001254708,0.02896334],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01295704,"threshold_uncertainty_score":0.04334563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01820375006058767,"score_gpt":0.3006127506122722,"score_spread":0.2824090005516845,"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."}}