{"id":"W2116644134","doi":"10.5402/2012/524040","title":"Evaluation of Transfusion Pyrexia: A Review of Differential Diagnosis and Management","year":2012,"lang":"en","type":"review","venue":"ISRN Hematology","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Discontinuation; Intensive care medicine; Blood transfusion; Differential diagnosis; 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":[0.0007727753,0.0003009795,0.003298665,0.0001725429,0.00001950302,0.000001681633,0.00009842704,0.0003869234,0.0008876815],"category_scores_gemma":[0.0005165077,0.0002061087,0.0004215355,0.0002198494,0.0001475642,0.00002009576,0.00008303388,0.0001840685,0.00001609726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002981876,"about_ca_system_score_gemma":0.00009993991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007411862,"about_ca_topic_score_gemma":0.000007540364,"domain_scores_codex":[0.9974049,0.0003923678,0.001092112,0.0003066522,0.0005618936,0.0002420194],"domain_scores_gemma":[0.9983543,0.0004506608,0.00046845,0.0003690096,0.0002459435,0.0001117041],"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":[0.000005721174,0.0003826871,0.0002470505,0.4035011,0.0002505369,0.000009088421,0.00001047267,4.308164e-9,5.98606e-8,0.003263901,0.0003512545,0.5919781],"study_design_scores_gemma":[0.001582536,0.0003989242,0.0003598917,0.4601587,0.05970751,0.0005736202,0.00002231426,0.000008790154,0.00001533043,0.0006340549,0.4761699,0.0003683904],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001616298,0.9949281,0.0000894607,0.0001295366,0.0001319221,0.002976962,0.00002743381,0.00001430401,0.001540698],"genre_scores_gemma":[0.0006089344,0.9983313,0.0001806122,0.00007867801,0.00002245546,0.0006301798,0.0001133038,0.00002509748,0.000009437408],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5916097,"threshold_uncertainty_score":0.971949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.145738482401582,"score_gpt":0.4100319193692142,"score_spread":0.2642934369676322,"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."}}