{"id":"W1860668365","doi":"10.1093/qjmed/hcv087","title":"Prognostic significance of anaemia in patients with heart failure with preserved and reduced ejection fraction: results from the MAGGIC individual patient data meta-analysis","year":2015,"lang":"en","type":"review","venue":"QJM","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Medical Research Council; National Heart, Lung, and Blood Institute; Alberta Innovates; University of Auckland; University of Glasgow; Scottish Funding Council","keywords":"Ejection fraction; Medicine; Heart failure; Internal medicine; Hazard ratio; Proportional hazards model; Meta-analysis; Cardiology; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003890059,0.0003768988,0.00226451,0.0001507959,0.00005068452,0.00003298842,0.0002093461,0.0001718276,0.00005823383],"category_scores_gemma":[0.0001811065,0.0001732854,0.0002202586,0.0008640681,0.0001213834,0.0001095075,0.0001156477,0.0004071349,0.000004246157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009323016,"about_ca_system_score_gemma":0.0003230925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009218372,"about_ca_topic_score_gemma":0.0004601622,"domain_scores_codex":[0.9972662,0.0003743861,0.0006676287,0.0007725395,0.0007342862,0.0001849645],"domain_scores_gemma":[0.9972634,0.0003683296,0.0006939427,0.001364068,0.0002020557,0.000108257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.004611219,0.006150946,0.2830399,0.01005684,0.4802284,0.0001492979,0.001766432,0.00007509949,0.000001385588,0.000004372966,0.06158151,0.1523346],"study_design_scores_gemma":[0.003617553,0.002325767,0.04076034,0.00271086,0.5997123,0.000008491528,0.0004224706,0.000009469769,0.000004404284,0.000003884537,0.349999,0.0004254646],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01852802,0.9727763,0.000005105567,0.0007153518,0.0000403103,0.004163696,0.00364245,0.0000306035,0.00009815204],"genre_scores_gemma":[0.1747883,0.7187065,0.01708856,0.0002312208,0.0003968879,0.001457078,0.08658092,0.0002613971,0.0004891404],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2884175,"threshold_uncertainty_score":0.7066376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1324177281101011,"score_gpt":0.3337596346192253,"score_spread":0.2013419065091242,"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."}}