{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002518211,0.00005902328,0.0001247383,0.0002006475,0.00003320001,0.000001655619,0.00003563853,0.00003701129,0.0001909702],"category_scores_gemma":[0.0001420417,0.00004157467,0.00001940944,0.0002052651,0.00001255654,0.00003654194,0.0000037576,0.00005081408,0.000006563997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002531831,"about_ca_system_score_gemma":0.0002306781,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2285795,"about_ca_topic_score_gemma":0.693818,"domain_scores_codex":[0.9993045,0.00002712936,0.0001638162,0.0001225417,0.0001925597,0.000189508],"domain_scores_gemma":[0.9997017,0.0000438783,0.00001566359,0.00007320644,0.00006440503,0.0001011442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005847326,0.000813743,0.9751611,0.0000331837,0.000004982326,0.00002227575,0.00171048,0.000001751917,0.01826344,0.0003651021,0.00003404403,0.00353139],"study_design_scores_gemma":[0.009411915,0.0002831356,0.9877158,0.0000998211,0.00004325624,0.000007120471,0.001100458,0.00001360791,0.0007746076,0.0001037507,0.0003728228,0.00007373611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915473,0.00005927899,0.00001779126,0.0003733586,0.00003520064,0.0003060921,0.00001674083,0.00001148731,0.00763274],"genre_scores_gemma":[0.9996214,0.00003674786,0.00007910435,0.0000937452,0.00002664255,0.000009018843,0.000003210941,0.000007632428,0.0001225245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4652385,"threshold_uncertainty_score":0.7765575,"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."}}