{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003659391,0.0004346491,0.0003365514,0.0003157056,0.0003157516,0.0007583718,0.00117174,0.0009519474,0.001615514],"category_scores_gemma":[0.01322459,0.0003236561,0.0008525435,0.0003083057,0.0003991301,0.0007176891,0.0006772059,0.0008137744,0.0001338294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001664042,"about_ca_system_score_gemma":0.001199794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01472099,"about_ca_topic_score_gemma":0.01079474,"domain_scores_codex":[0.9986767,0.0007995163,0.00005347621,0.0001580403,0.000124949,0.0001872008],"domain_scores_gemma":[0.9914111,0.006235041,0.001127282,0.000344436,0.0004671222,0.0004150493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006456354,0.0003073049,0.1783289,0.00006173408,0.0001542735,0.0002462236,0.000116802,0.8105868,0.001254706,0.001139302,0.0004065003,0.006751794],"study_design_scores_gemma":[0.0001673275,0.001213457,0.06865067,0.00004000426,0.0001379603,0.0001642355,0.000271844,0.9252222,0.001967763,0.001504677,0.0006195283,0.00004032301],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948954,0.0000576472,0.003576711,0.0001614816,0.00001078612,0.00004875552,0.0002995557,0.00002395668,0.0009257313],"genre_scores_gemma":[0.9985422,0.00002928351,0.001023919,0.00003554063,0.000001671009,0.00002411738,0.0001593077,0.000003060134,0.0001808847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01472099,"threshold_uncertainty_score":0.02927059,"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."}}