{"id":"W2420327097","doi":"10.1111/trf.13691","title":"Impact of informing donors of low ferritin results","year":2016,"lang":"en","type":"article","venue":"Transfusion","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services","funders":"Canadian Blood Services","keywords":"Ferritin; Iron status; Donation; Medicine; Iron deficiency; Serum ferritin; Iron supplementation; Prospective cohort study; Cohort; Observational study; Family medicine; Internal medicine; Anemia; Political science","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":[0.0001337744,0.0000729915,0.0002056442,0.0000926651,0.00001384407,8.428083e-7,0.00004131482,0.00005616778,0.0001754835],"category_scores_gemma":[0.00007061354,0.00004046813,0.0001364189,0.0001050049,0.00005660702,0.00007003903,0.000005669483,0.00003772777,0.000007476257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001132771,"about_ca_system_score_gemma":0.00006891535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006242457,"about_ca_topic_score_gemma":0.00003392803,"domain_scores_codex":[0.999339,0.00001161401,0.0002842732,0.00008819604,0.000155635,0.0001212711],"domain_scores_gemma":[0.9996125,0.00004043597,0.00005631722,0.000174055,0.00005695128,0.00005971736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00395398,0.0002499756,0.0510871,0.0003290793,0.00002047037,0.000004177167,0.001594421,0.000007488721,0.7475536,0.0001816297,0.000395299,0.1946227],"study_design_scores_gemma":[0.01285006,0.0009077996,0.8153371,0.0006570464,0.00008070819,0.00001070645,0.0001876708,0.00001111032,0.169281,0.00009180199,0.0004573404,0.000127683],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991944,0.00009465813,0.0004308348,0.0001861839,0.00004399064,0.0001566725,0.00004168988,0.00001478994,0.007087204],"genre_scores_gemma":[0.998727,0.0007759395,0.0001648887,0.00001526051,0.0000242193,0.000001208454,0.000007793563,0.000007476788,0.0002762105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.76425,"threshold_uncertainty_score":0.1921422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01159841161571163,"score_gpt":0.2793350061546815,"score_spread":0.2677365945389699,"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."}}