{"id":"W2411311999","doi":"10.1111/trf.13663","title":"Potential impact on blood availability and donor iron status of changes to donor hemoglobin cutoff and interdonation intervals","year":2016,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Iron status; Hemoglobin; Blood donor; Ferritin; Blood donations; Donation; Red blood cell; Anemia; Environmental health; Internal medicine; Iron deficiency; Immunology","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003995845,0.0002060956,0.0002390638,0.0003181722,0.0001059558,0.0001091174,0.00009870097,0.00008399029,0.0009167885],"category_scores_gemma":[0.00009088268,0.0001346926,0.00006412284,0.0002153163,0.00006948995,0.0008231092,0.00006378523,0.00008642097,0.00004774766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002207431,"about_ca_system_score_gemma":0.00001362865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001181385,"about_ca_topic_score_gemma":0.001106818,"domain_scores_codex":[0.9987659,0.00003526906,0.0002903561,0.0003953582,0.0002577002,0.0002554117],"domain_scores_gemma":[0.9993972,0.00009699645,0.0001341019,0.0001790792,0.0001380527,0.00005455876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003099858,0.001037395,0.07749721,0.0006742442,0.0001251597,0.000008658276,0.0007309324,0.00001168086,0.3478253,0.002616764,0.0009147095,0.5654581],"study_design_scores_gemma":[0.01438468,0.001806776,0.8736898,0.001050129,0.0008433789,0.00001928557,0.0007579186,0.0006477228,0.06067741,0.001967829,0.04296156,0.001193511],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899466,0.00008806788,0.0006868627,0.007081228,0.0002252971,0.0004764461,0.00004086355,0.00006796145,0.001386673],"genre_scores_gemma":[0.9981279,0.0006666998,0.0001179642,0.0007578831,0.0001358595,0.00001577601,0.00001043777,0.0000192368,0.0001481923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7961926,"threshold_uncertainty_score":0.9999965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01338134005433302,"score_gpt":0.2530231303504777,"score_spread":0.2396417902961447,"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."}}