{"id":"W2089947819","doi":"10.1111/j.1423-0410.2002.tb05303.x","title":"Evaluation of a Universal Leukoreduction Program in Canada","year":2002,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; Ministry of Health and Long Term Care","funders":"","keywords":"Christian ministry; Leukoreduction; General hospital; Library science; Medicine; Family medicine; Political science; Law; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0002322619,0.00005366305,0.0001210379,0.00008929061,0.00001199356,0.000002493527,0.00002221465,0.00001695016,0.0006563029],"category_scores_gemma":[0.0001087726,0.00005188582,0.00003246862,0.0001873219,0.00001662041,0.00003364262,0.00001030401,0.00004874798,0.000006189952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008833046,"about_ca_system_score_gemma":0.0002217498,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5035535,"about_ca_topic_score_gemma":0.4411128,"domain_scores_codex":[0.9991701,0.00005785198,0.0001219837,0.000108954,0.0004345857,0.0001065524],"domain_scores_gemma":[0.9996239,0.00001385069,0.0000433089,0.0001130822,0.0001757684,0.00003009187],"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":[0.000009952498,0.0004908152,0.07229359,0.00004743231,0.00012159,0.00004537227,0.0004425255,0.0003971461,0.0001329489,0.0005065909,0.04215591,0.8833561],"study_design_scores_gemma":[0.003173528,0.0003772177,0.9502568,0.0001076115,0.0003373768,0.00001000047,0.001430283,0.01241005,0.001870612,0.00007051851,0.02983774,0.0001182965],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9480112,0.0003013209,0.000007256642,0.0002131032,0.0002373193,0.0006394553,0.000003317611,0.00001483302,0.0505722],"genre_scores_gemma":[0.9995823,0.00005526992,0.000116764,0.00006114471,0.00006163268,0.00007300205,0.000007527118,0.000005939829,0.0000364285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8832378,"threshold_uncertainty_score":0.7186056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04152438428865625,"score_gpt":0.2913293339301096,"score_spread":0.2498049496414533,"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."}}