{"id":"W1544372644","doi":"10.1111/trf.12380","title":"Iron deficiency in <scp>C</scp>anadian blood donors","year":2013,"lang":"en","type":"article","venue":"Transfusion","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services","funders":"Canadian Blood Services","keywords":"Medicine; Ferritin; Donation; Iron deficiency; Hemoglobin; Blood donor; Anemia; Blood donations; Pediatrics; Fingerstick; Serum ferritin; Internal medicine; Immunology; Endocrinology","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":[0.000106478,0.0001356296,0.0001943244,0.0002034415,0.00005980748,0.00001483015,0.0000814212,0.0001137943,0.0005154154],"category_scores_gemma":[0.00005804353,0.0001153987,0.00006721341,0.0002881438,0.00004978334,0.0001157228,0.000007542008,0.0001785053,0.0004017728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001442223,"about_ca_system_score_gemma":0.00005691615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006592747,"about_ca_topic_score_gemma":0.002439856,"domain_scores_codex":[0.9989664,0.00002901228,0.0002087263,0.0002458715,0.0001916422,0.0003583487],"domain_scores_gemma":[0.9994984,0.00004802859,0.00001972147,0.0002214532,0.0000266208,0.0001857398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006410301,0.00276291,0.6131381,0.001138959,0.00001238895,0.000165724,0.02184564,0.0001057993,0.25162,0.003715415,0.01072119,0.09470978],"study_design_scores_gemma":[0.006436931,0.0003416501,0.9757367,0.00008602062,0.0001586511,0.00003453189,0.003935526,0.00007844692,0.005870439,0.000572821,0.006606095,0.0001422292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9557917,0.001242322,0.00008230418,0.0005781255,0.0001389708,0.0005183916,0.000002193949,0.00005068264,0.04159535],"genre_scores_gemma":[0.995786,0.001573581,0.0003042951,0.0005473961,0.00005453599,0.00002864307,0.00001623964,0.00002112684,0.001668208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3625985,"threshold_uncertainty_score":0.9966305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007676443610412703,"score_gpt":0.2171851608082035,"score_spread":0.2095087171977908,"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."}}