{"id":"W4297092836","doi":"10.1161/circulationaha.122.060511","title":"Iron Deficiency in Heart Failure and Effect of Dapagliflozin: Findings From DAPA-HF","year":2022,"lang":"en","type":"article","venue":"Circulation","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":160,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; St. Michael's Hospital","funders":"British Heart Foundation","keywords":"Medicine; Dapagliflozin; Heart failure; Internal medicine; Iron deficiency; Cardiology; Endocrinology; Diabetes mellitus; Anemia","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":[0.0001396051,0.00006900111,0.0001627521,0.00007435308,0.0000579717,0.000003852814,0.00002004268,0.00003200575,0.0001872468],"category_scores_gemma":[0.00002603044,0.00006276381,0.00003305038,0.0001379634,0.00002724753,0.00003128041,0.00002614969,0.00009572685,0.000004054337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000964111,"about_ca_system_score_gemma":0.00001726256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001336273,"about_ca_topic_score_gemma":0.00001002912,"domain_scores_codex":[0.9994001,0.00005393854,0.0001307519,0.0001646464,0.0001634301,0.00008715219],"domain_scores_gemma":[0.999749,0.00006984556,0.0000318189,0.0001110383,0.000008347622,0.00002995679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000043892,0.00006489645,0.9591315,0.0000652706,0.000003625781,0.000008033426,0.0004145589,0.0001290158,0.03927825,0.00005446757,0.0002566714,0.0005498417],"study_design_scores_gemma":[0.001981887,0.000309553,0.9927979,0.0000500915,0.00004940853,0.00002399115,0.0002559766,0.000506522,0.003495718,0.00007120516,0.0003949092,0.0000628105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981109,0.0004294937,0.000009137229,0.0008918945,0.0000491384,0.0002547551,0.000006909476,0.00001564387,0.0002321311],"genre_scores_gemma":[0.9995936,0.00000476985,0.0001985796,0.00004717743,0.00001890015,0.00001757216,0.00009338917,0.000007839753,0.00001817605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03578253,"threshold_uncertainty_score":0.2559434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00798789573687418,"score_gpt":0.2444944674536562,"score_spread":0.236506571716782,"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."}}