{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002763295,0.0003221156,0.0008294671,0.0003237725,0.000192136,0.00001227551,0.0001749511,0.0003928075,0.00260593],"category_scores_gemma":[0.00004317128,0.0002819239,0.0005425707,0.001771666,0.00005455201,0.0001338513,0.00005397984,0.0005495676,0.00009050683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009808095,"about_ca_system_score_gemma":0.00009292681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001264132,"about_ca_topic_score_gemma":0.0005241153,"domain_scores_codex":[0.9975516,0.000107325,0.000681822,0.0006236786,0.0006098367,0.0004257803],"domain_scores_gemma":[0.9989579,0.00001956043,0.00009692346,0.0002661203,0.0001276331,0.0005319028],"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":[0.005658527,0.0007271132,0.008653596,0.0006011139,0.002194972,0.0001205891,0.02692863,0.0001725358,0.9453343,0.0002897417,0.003853158,0.005465682],"study_design_scores_gemma":[0.06651085,0.005894707,0.3008255,0.001440139,0.02220514,0.00004487582,0.004387899,0.003787864,0.3858917,0.00008477741,0.2066592,0.002267374],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848327,0.0001335156,0.00411175,0.005989766,0.0002030517,0.001491423,0.0003675037,0.00022054,0.002649762],"genre_scores_gemma":[0.9938363,0.001603645,0.0003078832,0.003119718,0.0001178855,0.00004082287,0.0005616719,0.00003523713,0.0003768631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5594426,"threshold_uncertainty_score":0.9999633,"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."}}