{"id":"W2942008557","doi":"10.1111/trf.15317","title":"The BEST criteria improve sensitivity for detecting positive cultures in residual blood components cultured in suspected septic transfusion reactions","year":2019,"lang":"en","type":"article","venue":"Transfusion","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver Coastal Health","funders":"","keywords":"Medicine; Blood culture; Blood component; Residual risk; Blood transfusion; Retrospective cohort study; Intensive care medicine; Emergency medicine; Internal medicine; Antibiotics; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0141316,0.0008469438,0.001206887,0.003948549,0.0006622214,0.002320708,0.001356459,0.001252111,0.001072092],"category_scores_gemma":[0.08246005,0.000508359,0.001210252,0.00149073,0.0006823897,0.001919544,0.001813417,0.0008258593,0.0004269476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001080595,"about_ca_system_score_gemma":0.001575514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002493182,"about_ca_topic_score_gemma":0.004365585,"domain_scores_codex":[0.9794837,0.007491131,0.005032318,0.001514476,0.00553442,0.0009439844],"domain_scores_gemma":[0.9045927,0.04164585,0.02457311,0.004508173,0.02207159,0.002608593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00185725,0.0002041917,0.9568468,0.0003766798,0.0001978407,0.0001856897,0.0002642919,0.001808742,0.002056816,0.0001201557,0.001692235,0.03438924],"study_design_scores_gemma":[0.0001639843,0.003223829,0.9533649,0.000610592,0.0006179872,0.004084979,0.0007619081,0.01973746,0.01358488,0.0007174231,0.003011194,0.0001209404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828909,0.004775906,0.008372103,0.0006415778,0.0001591279,0.0001359128,0.0007233126,0.0001601922,0.00214105],"genre_scores_gemma":[0.9779972,0.0004006634,0.02050515,0.0002075916,0.00008554143,0.00005292765,0.0005556261,0.00003001413,0.0001652528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0141316,"threshold_uncertainty_score":0.07473594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03299205451953015,"score_gpt":0.3229909857779384,"score_spread":0.2899989312584083,"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."}}