{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003393117,0.0003269176,0.0002815816,0.0002043971,0.0001006444,0.0005139979,0.0001697609,0.0002858393,0.001097503],"category_scores_gemma":[0.0008867764,0.0001466666,0.0001705889,0.0001775676,0.00023231,0.000218639,0.000205609,0.0003250557,0.0003220675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001550804,"about_ca_system_score_gemma":0.0001641742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003711717,"about_ca_topic_score_gemma":0.0002385915,"domain_scores_codex":[0.9995214,0.0001094573,0.00005341904,0.00007198203,0.000167395,0.00007634722],"domain_scores_gemma":[0.9992086,0.0002321479,0.0002841243,0.0000617011,0.0001580107,0.00005542392],"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":[0.0005800903,0.0000425378,0.009703203,0.00007375854,0.00001247102,0.00008152064,0.00004836599,0.00006219521,0.9860822,0.00001421343,0.00003649147,0.003262986],"study_design_scores_gemma":[0.00001687967,0.002847989,0.1941744,0.00004028799,0.00005836098,0.001676885,0.0002124139,0.0008664705,0.7990371,0.00004756611,0.001004025,0.00001761963],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973718,0.001290027,0.0007514117,0.00002809272,0.000007673409,0.00001357596,0.00009574064,0.0000113782,0.0004303138],"genre_scores_gemma":[0.9983943,0.0004021165,0.0007075678,0.00002398194,0.0000062781,0.00001575497,0.0001701842,0.000004270791,0.0002754694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001097503,"threshold_uncertainty_score":0.003671527,"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."}}