{"id":"W2980784390","doi":"10.1111/trf.15550","title":"Bacterial survival in whole blood depends on plasma sensitivity and resistance to neutrophil killing","year":2019,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of British Columbia; Canadian Blood Services","funders":"Health Canada; Canadian Blood Services","keywords":"Microbiology; Bacteria; Serratia marcescens; Staphylococcus epidermidis; Streptococcus agalactiae; Staphylococcus aureus; Streptococcus pneumoniae; Biology; Staphylococcus; Serratia; Yersinia enterocolitica; Streptococcus; Escherichia coli; Antibiotics; Pseudomonas","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003072529,0.0001657612,0.0003140261,0.0001631875,0.00004493395,0.00001771409,0.00003661175,0.00008884657,0.0001761828],"category_scores_gemma":[0.00000728639,0.0001512013,0.00005266393,0.0001964064,0.000016382,0.00005439049,0.00001925464,0.0001998602,0.0001221625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002160555,"about_ca_system_score_gemma":0.00001823986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001378002,"about_ca_topic_score_gemma":0.002979866,"domain_scores_codex":[0.9987884,0.00007549585,0.0002065249,0.0004188696,0.0002653131,0.0002454676],"domain_scores_gemma":[0.9995079,0.0000603392,0.00001768663,0.0002439817,0.00002422656,0.0001458618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004189539,0.0005662438,0.01245022,0.000264994,0.00003637419,0.0002183638,0.0007410705,0.00004264561,0.9746307,0.0007484879,0.0000920243,0.006019355],"study_design_scores_gemma":[0.03959649,0.002908568,0.7129735,0.00205611,0.0003717904,0.00006153005,0.0005227111,0.0004273751,0.1770413,0.00007851717,0.06295265,0.001009455],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860601,0.0000142478,0.0001090026,0.004958072,0.000407052,0.0007903417,0.00001075811,0.00004521519,0.00760514],"genre_scores_gemma":[0.9971697,0.0001610544,0.0004702761,0.0004741732,0.00008367117,0.000007929847,0.00001481745,0.00002439966,0.001593923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7975894,"threshold_uncertainty_score":0.6165808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0106287157340122,"score_gpt":0.228282568641507,"score_spread":0.2176538529074948,"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."}}