{"id":"W2427887384","doi":"10.1111/trf.13555","title":"Donor iron policy: from research to practice","year":2016,"lang":"en","type":"letter","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of Ottawa","funders":"","keywords":"Psychological intervention; Medicine; Observational study; Blood donor; Iron deficiency; Donation; Randomized controlled trial; Ferritin; Iron status; Intensive care medicine; Anemia; Internal medicine; Immunology; Nursing","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001599449,0.0004813963,0.0004452369,0.001725389,0.0006059149,0.000862018,0.0008735604,0.0009107223,0.00504856],"category_scores_gemma":[0.000861527,0.0003854526,0.0001947771,0.001393257,0.0001007976,0.002648291,0.0001958001,0.002420894,0.01347675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001206089,"about_ca_system_score_gemma":0.0001722701,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0221396,"about_ca_topic_score_gemma":0.0008518477,"domain_scores_codex":[0.9953631,0.0002139795,0.0005523653,0.001102069,0.00187802,0.0008905267],"domain_scores_gemma":[0.9965653,0.001456585,0.0002354934,0.0008222285,0.0008728802,0.00004744189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002604753,0.00008758122,0.00003301871,0.0001586227,0.00004958527,0.0001740996,0.0001458834,0.00000127572,0.0007417105,0.001714897,0.9292507,0.06738219],"study_design_scores_gemma":[0.0009681364,0.00003072563,0.0001185109,0.0002655393,0.0001677463,0.000004343467,0.000104586,0.000008290114,0.00009376009,0.002151818,0.9955689,0.0005176444],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006231,0.000107566,0.001002896,0.8775673,0.001548059,0.0009351164,0.00006879602,0.0002888662,0.1178583],"genre_scores_gemma":[0.00155934,0.0006576958,0.0006975375,0.9406875,0.04577605,0.0001366532,0.0003670471,0.0001746517,0.009943509],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1079148,"threshold_uncertainty_score":0.9998806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04895173194452539,"score_gpt":0.331210242134496,"score_spread":0.2822585101899706,"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."}}