{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006184743,0.0002081933,0.0001758698,0.0003280919,0.0002578208,0.0003525742,0.0002318376,0.0004406355,0.001382297],"category_scores_gemma":[0.001354762,0.0001605287,0.0002821064,0.0003395369,0.0002082414,0.0001657258,0.000197311,0.0004068356,0.000121568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002002697,"about_ca_system_score_gemma":0.0002099227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005030046,"about_ca_topic_score_gemma":0.00439076,"domain_scores_codex":[0.9997593,0.00007638002,0.00001401945,0.00006223412,0.00003527019,0.00005283666],"domain_scores_gemma":[0.9990804,0.0001472703,0.0003988249,0.00008018592,0.00006237101,0.0002308457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002346685,0.0001109504,0.9973269,0.000005213417,0.00006375177,0.0000385399,0.00006574567,0.00002090528,0.0009050278,0.00001513548,0.00004244373,0.001170781],"study_design_scores_gemma":[0.000005152786,0.00008233222,0.9996253,0.000001551862,0.00001392892,0.00007314536,0.00003921351,0.00006855316,0.00005498911,0.00001174001,0.00002278684,0.00000127636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997961,0.00004318496,0.00002495452,0.00001335913,0.000001625256,0.000001942955,0.00004711338,0.000001218819,0.00007048538],"genre_scores_gemma":[0.9997253,0.00001928119,0.0000484957,0.00001474724,0.000002188397,0.000002886993,0.00007366352,7.824565e-7,0.0001127061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005030046,"threshold_uncertainty_score":0.01000154,"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."}}