{"id":"W2024074211","doi":"10.1161/01.cir.0000052622.51963.fc","title":"Anemia Is Common in Heart Failure and Is Associated With Poor Outcomes","year":2003,"lang":"en","type":"article","venue":"Circulation","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":864,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Medical Association","keywords":"Medicine; Anemia; Hazard ratio; Confidence interval; Odds ratio; Internal medicine; Proportional hazards model; Heart failure; Risk factor; Cohort; Population; Cohort study","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007431083,0.00008816792,0.0001881318,0.00004820211,0.00003871934,0.00001034006,0.000009477903,0.00007805875,0.0001241109],"category_scores_gemma":[0.00003358903,0.00006760818,0.00002462477,0.0001209127,0.0000278101,0.0000410671,0.000003128339,0.00007659222,0.00001105156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009300562,"about_ca_system_score_gemma":0.00002636001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004769172,"about_ca_topic_score_gemma":0.00005810732,"domain_scores_codex":[0.9994732,0.00002852673,0.0001144042,0.000146081,0.0001258406,0.0001119601],"domain_scores_gemma":[0.9997505,0.00003262033,0.00003649741,0.000102939,0.00002812469,0.00004934384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007186561,0.00007820933,0.9975943,0.00001651382,0.00001980415,0.00001412912,0.0003160371,0.000003636517,0.0005694233,0.00008830461,0.001170501,0.0001219687],"study_design_scores_gemma":[0.002155989,0.0000585993,0.9948915,0.00009751666,0.00004651836,0.00003800266,0.0001603159,0.00009457352,0.001091802,0.0001130634,0.001174243,0.00007782868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913437,0.00009832182,0.000007084311,0.007519206,0.00001596828,0.0002043277,0.000002908309,0.00002600175,0.0007824215],"genre_scores_gemma":[0.9978933,0.000005209381,0.0003573744,0.001494102,0.000007080371,0.00000601067,0.00003245012,0.0000106895,0.0001937521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006549572,"threshold_uncertainty_score":0.2756982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01473076291931298,"score_gpt":0.265126658849258,"score_spread":0.250395895929945,"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."}}