{"id":"W4361283882","doi":"10.1111/nyas.14985","title":"Accelerating action to reduce anemia: Review of causes and risk factors and related data needs","year":2023,"lang":"en","type":"review","venue":"Annals of the New York Academy of Sciences","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Centre for Global Health Research; Hospital for Sick Children","funders":"Centers for Disease Control and Prevention; National Institutes of Health; University of California, Davis; United States Agency for International Development; McGill University; World Health Organization; Bill and Melinda Gates Foundation","keywords":"Anemia; Medicine; Environmental health; Population; Socioeconomic status; Public health; Malaria; Etiology; Pediatrics; Immunology; Internal medicine; Pathology","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":[0.002040874,0.0002455467,0.001486312,0.0003042456,0.000135998,0.00001442195,0.000768157,0.0002344134,0.00001733438],"category_scores_gemma":[0.002058057,0.0001350435,0.0001546223,0.001910041,0.0005476044,0.000202015,0.000457734,0.0004283048,0.000001645471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003562404,"about_ca_system_score_gemma":0.000258741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003781582,"about_ca_topic_score_gemma":0.000002692839,"domain_scores_codex":[0.9977604,0.0001899933,0.0009055476,0.0003982779,0.0005302925,0.0002154921],"domain_scores_gemma":[0.9978985,0.0003843486,0.001244738,0.0002915596,0.00004105716,0.0001398063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001147722,0.00002824757,0.000654736,0.114899,0.0001337663,1.764738e-7,0.0004780548,0.000001863784,0.00006942877,0.0002226143,0.03987243,0.8436282],"study_design_scores_gemma":[0.0003741476,0.000280474,0.004988344,0.2998621,0.005086142,0.00004466016,0.001560183,0.000005868549,0.00138546,0.000663936,0.685232,0.0005167473],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01129621,0.9853421,3.240696e-7,0.002264772,0.0001115785,0.0007154737,0.00008328941,0.00001341829,0.0001727776],"genre_scores_gemma":[0.0003914681,0.9987953,0.0001372709,0.0002343975,0.0000633341,0.000002911964,0.00001024855,0.00001479403,0.0003502334],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8431115,"threshold_uncertainty_score":0.5506912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3793363765886381,"score_gpt":0.4605981766516169,"score_spread":0.08126180006297878,"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."}}