{"id":"W2076060178","doi":"10.1111/j.1537-2995.2007.01567.x","title":"A touch of TRALI","year":2007,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Transfusion-related acute lung injury; Incidence (geometry); Human leukocyte antigen; Intensive care medicine; Serology; Antibody; Immunology; Internal medicine; Antigen; Lung; Pulmonary edema","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002075735,0.00007421291,0.0001669061,0.0001110153,0.00002521479,0.000001622822,0.00003981504,0.00005511011,0.0006843845],"category_scores_gemma":[0.00000408383,0.00006035345,0.0001019497,0.0001911367,0.00003219102,0.00002408893,0.000004666938,0.00008354817,0.00001846436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009878295,"about_ca_system_score_gemma":0.00001399021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001216119,"about_ca_topic_score_gemma":0.0001165218,"domain_scores_codex":[0.9992698,0.00000715816,0.0002205038,0.0001292356,0.0002211631,0.0001521179],"domain_scores_gemma":[0.9996744,0.00001691524,0.00001747224,0.0001631073,0.00003661282,0.00009144338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001536557,0.001197672,0.00885977,0.0004937881,0.00009591576,0.0001153266,0.002105656,0.000002097396,0.6984144,0.007218651,0.001348288,0.2786118],"study_design_scores_gemma":[0.008791189,0.001178013,0.247467,0.0002622617,0.0003773351,0.00006388401,0.0007569778,0.0000357755,0.6613148,0.0002352307,0.07928909,0.0002284392],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9209416,0.00007939643,0.01740352,0.001245834,0.0001292953,0.0004244726,0.000001448635,0.00006586476,0.05970861],"genre_scores_gemma":[0.9966319,0.00031187,0.001360057,0.0004196159,0.00003801347,0.000002451829,0.000004992427,0.00001067973,0.001220469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2783834,"threshold_uncertainty_score":0.7493531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01724336930688736,"score_gpt":0.2814285871485367,"score_spread":0.2641852178416493,"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."}}