{"id":"W3209835908","doi":"10.1186/s13045-021-01202-2","title":"Burden of anemia and its underlying causes in 204 countries and territories, 1990–2019: results from the Global Burden of Disease Study 2019","year":2021,"lang":"en","type":"article","venue":"Journal of Hematology & Oncology","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":574,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; York University","funders":"Shahid Beheshti University of Medical Sciences; Institute for Health Metrics and Evaluation","keywords":"Burden of disease; Anemia; Medicine; Disease; Environmental health; Hematology; Disease burden; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009455447,0.000313626,0.0003370958,0.001183132,0.0002437661,0.0005567035,0.0003316196,0.0002807324,0.001016941],"category_scores_gemma":[0.001428901,0.0001880499,0.001299647,0.002537332,0.0001545009,0.0003878605,0.0007335246,0.0005528495,0.0003658705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001036757,"about_ca_system_score_gemma":0.0009438009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1188498,"about_ca_topic_score_gemma":0.1181483,"domain_scores_codex":[0.9996494,0.00009330613,0.00005860952,0.00004445598,0.00007900971,0.00007517835],"domain_scores_gemma":[0.9993843,0.00005549566,0.000296295,0.00002841554,0.0001668062,0.00006874092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001718736,0.00002059787,0.9803288,0.0004106158,0.0006710005,0.0001302207,0.0003521864,0.0005812342,0.0001919577,0.00009668969,0.009123662,0.007921088],"study_design_scores_gemma":[0.000007663376,0.00001756484,0.9961988,0.00009201108,0.0001218484,0.0001064044,0.0002826305,0.0001665815,0.00004091425,0.0000228422,0.002936258,0.000006445189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7721944,0.01298092,0.0006124525,0.001977563,0.0001152528,0.0001223081,0.2072292,0.00008153819,0.004686305],"genre_scores_gemma":[0.9158444,0.004538356,0.0005764823,0.0003707061,0.00005013925,0.0001274034,0.07763002,0.00001398603,0.0008485427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1188498,"threshold_uncertainty_score":0.2363161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02272164618525887,"score_gpt":0.3320074399437873,"score_spread":0.3092857937585284,"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."}}