{"id":"W2026441666","doi":"10.1111/j.1423-0410.2007.00897.x","title":"Effect of changing the age criteria for blood donors","year":2007,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services","funders":"Health Canada","keywords":"Medicine; Donation; Blood donor; Age limit; Apheresis; Population; Blood donations; Surgery; Family medicine; Demography; Internal medicine; Environmental health; Immunology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001947748,0.000105472,0.0001386638,0.0002203513,0.0001863024,0.0001120103,0.0001758746,0.00004413645,0.0002929909],"category_scores_gemma":[0.000275535,0.00006980651,0.0001046799,0.0003916379,0.00003888304,0.0003519318,0.00004249317,0.00006348876,0.00003188302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002290204,"about_ca_system_score_gemma":0.00000370814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000128781,"about_ca_topic_score_gemma":0.00009595276,"domain_scores_codex":[0.9992799,0.00001423804,0.0002038655,0.0001378973,0.0001507637,0.0002133168],"domain_scores_gemma":[0.9991211,0.0004843604,0.0001500002,0.0001601407,0.00007792975,0.000006411829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002885523,0.001255317,0.05566299,0.005147909,0.001108573,0.0001773363,0.004845359,0.00001856146,0.06879458,0.269892,0.02856827,0.5616435],"study_design_scores_gemma":[0.006032611,0.0002770238,0.01239514,0.0001423075,0.001321481,0.00001034537,0.001745299,0.0006196311,0.07269441,0.001421073,0.9027726,0.0005680824],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9541545,0.0001686865,0.001360072,0.001466801,0.0008038303,0.0005658973,0.00000478235,0.0000985595,0.04137689],"genre_scores_gemma":[0.9971541,0.000007837715,0.0001835916,0.001521216,0.0008037744,0.00002339844,0.00001278125,0.00001800542,0.0002753518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8742043,"threshold_uncertainty_score":0.3208044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01697317949485528,"score_gpt":0.2904383383110383,"score_spread":0.2734651588161831,"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."}}