{"id":"W4386194065","doi":"10.1056/nejmoa2304968","title":"Ferric Carboxymaltose in Heart Failure with Iron Deficiency","year":2023,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":218,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; Canadian VIGOUR Centre; Université de Montréal; University of Alberta","funders":"American Regent","keywords":"Heart failure; Iron deficiency; Internal medicine; Medicine; 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":[0.0005754504,0.0001447491,0.0004652696,0.0003761,0.00003119178,0.000004559991,0.00006756242,0.00005565916,0.0002176474],"category_scores_gemma":[0.000158557,0.00007767688,0.00004805638,0.0006136919,0.0000874086,0.00004612729,0.00001213121,0.0003699333,0.00002625758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008067659,"about_ca_system_score_gemma":0.000236015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001865936,"about_ca_topic_score_gemma":0.000163134,"domain_scores_codex":[0.9986641,0.00004881547,0.0003841035,0.0001316571,0.0005178205,0.0002535458],"domain_scores_gemma":[0.9992243,0.0001214659,0.0001263701,0.0001482884,0.00008452897,0.0002950448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002634985,0.0005890305,0.6971144,0.0004504693,0.00009737098,0.01054695,0.00757006,0.000404974,0.01594906,0.0002352395,0.2026629,0.06174451],"study_design_scores_gemma":[0.2675077,0.02139768,0.4850236,0.005701842,0.0007056953,0.02153081,0.006883754,0.0001145025,0.001409941,0.0005321137,0.1887402,0.0004521902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9267216,0.00111001,0.00001801027,0.07020972,0.0002047887,0.0001266092,4.816383e-7,0.00002378272,0.001584946],"genre_scores_gemma":[0.9955698,0.0004420394,0.0009879667,0.0004947043,0.001392237,0.00000126217,0.000005928123,0.00001809288,0.001087929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2648727,"threshold_uncertainty_score":0.3167571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01531795221792895,"score_gpt":0.2751535229862069,"score_spread":0.259835570768278,"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."}}