{"id":"W4230115436","doi":"10.1016/s1473-0502(03)00107-1","title":"","year":2003,"lang":"en","type":"article","venue":"Transfusion and Apheresis Science","topic":"Blood transfusion and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Newborn Screening Ontario","funders":"","keywords":"Buffy coat; Medicine; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001217144,0.0002403667,0.0003328705,0.0003048191,0.0008813155,0.0001057327,0.0001696165,0.00006319598,0.0003326707],"category_scores_gemma":[0.0001029215,0.0001849911,0.000102419,0.0015694,0.001056757,0.0003786476,0.00002859843,0.0001909202,0.000006033762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002790941,"about_ca_system_score_gemma":0.0001859486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001316434,"about_ca_topic_score_gemma":0.0001533443,"domain_scores_codex":[0.9972454,0.00005972821,0.0003343344,0.0008330205,0.0009121669,0.0006154001],"domain_scores_gemma":[0.9985811,0.00004300769,0.00003277562,0.0004367316,0.0001394791,0.0007669323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003177786,0.0007529882,0.03846265,0.0001515753,0.00002387478,0.00007502036,0.001615572,0.000005236423,0.8606344,0.05553705,0.00008418824,0.04233965],"study_design_scores_gemma":[0.013609,0.00123876,0.5251189,0.000260152,0.0003130103,0.0005799007,0.006285035,0.0002655544,0.4244919,0.001301273,0.02582056,0.0007158628],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713576,0.0002714649,0.003138295,0.003909565,0.0001325313,0.0008018555,0.000001108447,0.0001428636,0.02024472],"genre_scores_gemma":[0.9900109,0.001871313,0.00475325,0.002742757,0.00001200074,0.00002761213,4.682386e-7,0.00001410106,0.0005676369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4866563,"threshold_uncertainty_score":0.7543719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01373334976943378,"score_gpt":0.2609513928877508,"score_spread":0.247218043118317,"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."}}