{"id":"W3047158189","doi":"10.1111/trf.15978","title":"Secondary bacterial culture of platelets to mitigate transfusion‐associated sepsis: A 3‐year analysis at a large academic institution","year":2020,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; GenePOC; U.S. Food and Drug Administration; National Institutes of Health; Terumo BCT; Johns Hopkins University","keywords":"Medicine; Platelet; Platelet transfusion; Blood culture; Gram staining; Incidence (geometry); Internal medicine; Antibiotics; Biology; Microbiology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004198725,0.0004769346,0.0005166161,0.001645359,0.0007586635,0.001890016,0.0007125961,0.0007703365,0.001302811],"category_scores_gemma":[0.00804606,0.000447944,0.0009550288,0.002541868,0.000699039,0.001014831,0.001203976,0.001312038,0.0004548149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001732729,"about_ca_system_score_gemma":0.002863315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005599937,"about_ca_topic_score_gemma":0.006881728,"domain_scores_codex":[0.9969952,0.0007186371,0.0004170968,0.0003533236,0.001049122,0.0004667134],"domain_scores_gemma":[0.9864281,0.002108111,0.006480319,0.0007560951,0.002124541,0.002102904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005758202,0.0003730255,0.9878398,0.000058152,0.0001021191,0.0004765461,0.0005412112,0.00007997724,0.0005546067,0.00002943034,0.000413266,0.00895601],"study_design_scores_gemma":[0.00004721138,0.001876789,0.9921572,0.00009109538,0.0001470726,0.001927404,0.001600627,0.0004884353,0.0004586126,0.00002596939,0.00115077,0.00002883214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980338,0.0009853921,0.0002406492,0.0001769474,0.00000838593,0.00004293701,0.0001951628,0.000008780689,0.0003079873],"genre_scores_gemma":[0.9980668,0.000860913,0.0002739818,0.0002862637,0.0000394718,0.00002618153,0.0003236077,0.000009615935,0.0001129772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005599937,"threshold_uncertainty_score":0.02220529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01587972310931189,"score_gpt":0.2591713379507312,"score_spread":0.2432916148414193,"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."}}