{"id":"W4409875303","doi":"10.1016/s2352-3026(25)00038-9","title":"Management of iron deficiency in children, adults, and pregnant individuals: evidence-based and expert consensus recommendations","year":2025,"lang":"en","type":"review","venue":"The Lancet Haematology","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Blood Services; St. Michael's Hospital","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development; National Institutes of Health; American College of Physicians","keywords":"Medicine; Iron deficiency; MEDLINE; Pediatrics; Consensus conference; Intensive care medicine; Family medicine; Gerontology; Psychiatry; Anemia; 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":[0.007547519,0.001765485,0.006845782,0.003789916,0.0004665024,0.002959488,0.004305954,0.003328921,0.006154255],"category_scores_gemma":[0.01739404,0.0007063033,0.006904548,0.00335793,0.0006953438,0.002071835,0.001534759,0.003243977,0.00103421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003130044,"about_ca_system_score_gemma":0.008348946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01045922,"about_ca_topic_score_gemma":0.02042537,"domain_scores_codex":[0.9970185,0.0007387744,0.001015993,0.0003063713,0.0007689426,0.0001514859],"domain_scores_gemma":[0.9924442,0.004837711,0.001338465,0.00008600444,0.001091949,0.0002016596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004725006,0.00008271306,0.0005599804,0.3820707,0.004741509,0.0001750526,0.0001772663,0.0007951097,0.0002970561,0.00203388,0.04124472,0.5673494],"study_design_scores_gemma":[0.00092131,0.0002054726,0.002699042,0.7110811,0.02312893,0.0005621223,0.0002976372,0.0004369633,0.0002205042,0.003887492,0.2564639,0.0000955037],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008092894,0.9977013,0.0001601553,0.001354003,0.0002973477,0.0000454958,0.0001127308,0.000007656613,0.0002402831],"genre_scores_gemma":[0.0009862351,0.9962585,0.001154772,0.001097893,0.0001638056,0.00006414414,0.0001443757,0.000002761605,0.0001274591],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01045922,"threshold_uncertainty_score":0.03991556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06256811193594253,"score_gpt":0.3650219361781796,"score_spread":0.3024538242422371,"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."}}