{"id":"W2980323384","doi":"10.1016/j.mayocpiqo.2019.07.001","title":"Post-Transfusion Hemophagocytosis Without Hemophagocytic Lymphohistiocytosis","year":2019,"lang":"en","type":"article","venue":"Mayo Clinic Proceedings Innovations Quality & Outcomes","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Columbian Hospital; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Hemophagocytosis; Hemophagocytic lymphohistiocytosis; Medicine; Bone marrow; Pathology; Histiocyte; Differential diagnosis; Immunology; Pancytopenia; Disease","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0023681,0.000490704,0.001378388,0.0007405605,0.0003743837,0.0001298243,0.000449392,0.0003857777,0.002573639],"category_scores_gemma":[0.002072484,0.000430951,0.0004553317,0.001821265,0.0002617656,0.0006259203,0.0002089631,0.0007375933,0.002218914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004513752,"about_ca_system_score_gemma":0.0008137465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002492642,"about_ca_topic_score_gemma":0.000007816742,"domain_scores_codex":[0.9949846,0.00005108684,0.00213686,0.0008740995,0.001209113,0.000744281],"domain_scores_gemma":[0.996345,0.0003094712,0.0005628868,0.0006955031,0.001887957,0.0001991237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004903602,0.0005185373,0.954981,0.0008254339,0.0002707633,0.000003781724,0.000827695,5.346939e-7,0.03025143,0.005604765,0.001071697,0.005153993],"study_design_scores_gemma":[0.007713935,0.0006629538,0.9658877,0.0002554548,0.0001723627,0.00004728435,0.003647291,0.0001792153,0.009371491,0.0005707042,0.01074572,0.0007459531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645384,0.0001386756,0.00008981214,0.008993196,0.0003615552,0.001591569,0.00003617553,0.0004422884,0.02380833],"genre_scores_gemma":[0.9654773,0.0001147153,0.001255772,0.005554144,0.00009292794,0.0001513024,0.0001170148,0.00008860388,0.02714826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02087994,"threshold_uncertainty_score":0.9998142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04325188354440384,"score_gpt":0.3769625411519193,"score_spread":0.3337106576075154,"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."}}