{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007536268,0.0002206364,0.0001725607,0.0005294969,0.0007147773,0.0005157917,0.0001831565,0.0002939849,0.002675807],"category_scores_gemma":[0.00215282,0.0001759542,0.0001362124,0.000511046,0.0002978684,0.0002711572,0.0002575019,0.0003868452,0.0003399822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002914962,"about_ca_system_score_gemma":0.0003229247,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005545566,"about_ca_topic_score_gemma":0.003918246,"domain_scores_codex":[0.9996654,0.00008384615,0.0000264107,0.0000616801,0.00007045204,0.00009226982],"domain_scores_gemma":[0.9987835,0.0002524878,0.0004434951,0.00004874761,0.0001469796,0.0003247689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001225982,0.00008853072,0.9977958,0.000006768988,0.000007873677,0.000216237,0.0001417703,0.00001080968,0.0001905681,0.0000160836,0.0001122201,0.001290806],"study_design_scores_gemma":[0.00001673156,0.0003868461,0.9970725,0.00001253573,0.00001542811,0.001579304,0.0004167929,0.0001002084,0.0001391838,0.00003391264,0.0002230791,0.000003414945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996778,0.00005381204,0.00001821639,0.00001359689,0.000002716348,0.000005054033,0.00004706043,7.044156e-7,0.0001810529],"genre_scores_gemma":[0.9997278,0.00003219759,0.00003014441,0.00002086987,0.000005029452,0.000003976726,0.0000557853,5.531154e-7,0.0001237429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9944544,"threshold_uncertainty_score":0.01102656,"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."}}