{"id":"W3011831047","doi":"10.1111/trf.15743","title":"Genetic and behavioral modification of hemoglobin and iron status among first‐time and high‐intensity blood donors","year":2020,"lang":"en","type":"article","venue":"Transfusion","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; Tufts University School of Medicine; University of California, San Francisco; University of British Columbia; Blood Systems Research Institute; National Institutes of Health; American Red Cross; Yale University; U.S. Department of Veterans Affairs","keywords":"Hemoglobin; Medicine; Anemia; Hematocrit; Ferritin; Physiology; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003906623,0.0001049209,0.000230755,0.00004101751,0.00005357852,0.000007907318,0.00001898,0.00007045175,0.00003945271],"category_scores_gemma":[0.000008791937,0.00009389594,0.0000207378,0.00007597751,0.00013975,0.00005499042,0.00001560702,0.00007767815,0.000001232608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003303394,"about_ca_system_score_gemma":0.00001141796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001869761,"about_ca_topic_score_gemma":0.000106644,"domain_scores_codex":[0.999356,0.00001646164,0.000157706,0.0002304283,0.0001135551,0.0001258351],"domain_scores_gemma":[0.9996559,0.00001047535,0.00003272821,0.00009520688,0.00003224797,0.0001734462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008333817,0.0002571245,0.7240929,0.0005357959,0.00001162157,0.00001451205,0.00521248,0.00001724846,0.2489284,0.00003013034,0.00006798087,0.0199985],"study_design_scores_gemma":[0.002984733,0.0004032266,0.9875949,0.00002637585,0.0003774537,0.0000114713,0.0002110497,0.0006183673,0.00762233,0.00001797741,0.00003531739,0.00009677871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977105,0.00114774,0.000138867,0.000563584,0.0000213539,0.0003353217,0.00001948511,0.00002499865,0.00003817062],"genre_scores_gemma":[0.9943902,0.004742709,0.0007032395,0.00008687687,0.00002132136,0.000002946482,0.00002128184,0.00001119913,0.00002018904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.263502,"threshold_uncertainty_score":0.3828965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01376454734937224,"score_gpt":0.2315876102413917,"score_spread":0.2178230628920195,"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."}}