{"id":"W4387392210","doi":"10.1111/vox.13540","title":"Europe needs 2 million extra donors of blood and plasma: How to find them?","year":2023,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Hemophilia Society","funders":"","keywords":"Parliament; Directive; Commission; Negotiation; Blood donations; Economic shortage; Reimbursement; Incentive; Position (finance); European union; Business; European commission; Political science; Public administration; Law; Economics; Medicine; Finance; International trade; Health care; Blood donor; Politics; Government (linguistics)","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":[0.007991475,0.001126096,0.00185661,0.00133606,0.002685659,0.01203525,0.002713541,0.0154487,0.05104609],"category_scores_gemma":[0.02017465,0.0006515054,0.001121759,0.002149907,0.003714133,0.01344407,0.005492029,0.00699288,0.02569013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002222111,"about_ca_system_score_gemma":0.010027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002691052,"about_ca_topic_score_gemma":0.002883876,"domain_scores_codex":[0.9946843,0.001315943,0.0003840053,0.0008832025,0.001932053,0.0008006323],"domain_scores_gemma":[0.9931703,0.001987799,0.0007348548,0.0003268109,0.00140894,0.002371362],"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":[0.0002359769,0.00009654521,0.001446553,0.0009339166,0.00003690585,0.0004111173,0.0002597118,0.00009324993,0.0004570925,0.02390454,0.7235159,0.2486085],"study_design_scores_gemma":[0.00003176525,0.00005345466,0.0005704727,0.0009983937,0.00001576661,0.0003407226,0.0005666744,0.00004174217,0.0001081501,0.01262506,0.9846251,0.00002272627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002674091,0.1787852,0.002928375,0.7333294,0.05504506,0.00006554028,0.001040119,0.0004179251,0.02571429],"genre_scores_gemma":[0.02904874,0.1760872,0.01286408,0.6760625,0.0300521,0.0002562785,0.003171159,0.0004947318,0.07196307],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05104609,"threshold_uncertainty_score":0.1707662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03001561409617265,"score_gpt":0.2297640173872016,"score_spread":0.1997484032910289,"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."}}