{"id":"W2560222816","doi":"10.1111/trf.13956","title":"A large national study of ferritin testing in Canadian blood donors","year":2016,"lang":"en","type":"article","venue":"Transfusion","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services","funders":"","keywords":"Ferritin; Medicine; Hemoglobin; Donation; Blood donor; Serum ferritin; Iron deficiency; Physiology; Internal medicine; Anemia; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001434383,0.000278577,0.0002350849,0.0006780017,0.002423394,0.0005854797,0.0005628188,0.0003168043,0.001761971],"category_scores_gemma":[0.003092704,0.0002610131,0.0002409071,0.001887812,0.0005776706,0.000242026,0.0004736313,0.0004909046,0.000212794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01189451,"about_ca_system_score_gemma":0.01312572,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9550995,"about_ca_topic_score_gemma":0.9635495,"domain_scores_codex":[0.9989547,0.0001363227,0.00003627129,0.0001409821,0.0004149394,0.0003167993],"domain_scores_gemma":[0.9980922,0.0001907532,0.0003144972,0.00009378049,0.0007740906,0.0005346762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001042718,0.00005661023,0.9941719,0.00001908105,0.000018281,0.00009961667,0.0008037167,0.00003111086,0.0002372811,0.00008494612,0.0009471912,0.003425927],"study_design_scores_gemma":[0.00001328242,0.00005533723,0.9974126,0.00001512921,0.00001660659,0.0001596518,0.0009051933,0.0001482624,0.00007489492,0.00001917442,0.001171223,0.00000878008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972312,0.0001880776,0.0001286734,0.0001538436,0.000008683478,0.00004417798,0.0007477044,0.000005009428,0.001492704],"genre_scores_gemma":[0.9988986,0.0001158493,0.0001862788,0.00009079804,0.000003884698,0.00001525306,0.0003480422,0.000002172557,0.0003389634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04490054,"threshold_uncertainty_score":0.09032989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02100291214595392,"score_gpt":0.2686085723845441,"score_spread":0.2476056602385902,"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."}}