{"id":"W2605199905","doi":"10.1111/vox.12519","title":"Efficiency of riboflavin and ultraviolet light treatment against high levels of biofilm‐derived <i>Staphylococcus epidermidis</i> in buffy coat platelet concentrates","year":2017,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood transfusion and management","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; Canadian Blood Services","funders":"Terumo BCT; Canadian Blood Services","keywords":"Staphylococcus epidermidis; Biofilm; Buffy coat; Microbiology; Staphylococcus aureus; Tryptic soy broth; Bacteria; Chemistry; Biology; Immunology","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":[0.0003952085,0.0003775281,0.0002661625,0.000130908,0.0001325507,0.0004144977,0.0002622591,0.0003085333,0.000736499],"category_scores_gemma":[0.0004069438,0.0001506837,0.0002883322,0.0001239159,0.0001691394,0.0001426406,0.000189752,0.0003204846,0.0002577982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002701975,"about_ca_system_score_gemma":0.0002244667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002857808,"about_ca_topic_score_gemma":0.001985232,"domain_scores_codex":[0.9995489,0.0001129295,0.00004025257,0.00008743513,0.000141446,0.00006905432],"domain_scores_gemma":[0.9997019,0.00006909835,0.0000858017,0.00003136935,0.00007717739,0.00003455645],"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":[0.0002116043,0.00003553303,0.0003550096,0.00004185006,0.000008142149,0.00001226576,0.00002022475,0.00005694986,0.9977899,0.000007051915,0.00002464498,0.001436911],"study_design_scores_gemma":[0.000006752668,0.0009415655,0.0048636,0.000006910383,0.00002382386,0.00004975936,0.00002243112,0.0002204777,0.9935095,0.000003250894,0.000348417,0.000003471212],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99766,0.00070094,0.0009038089,0.00002695756,0.000008677161,0.0000207917,0.0001128023,0.00002003905,0.0005458929],"genre_scores_gemma":[0.9960466,0.0004209768,0.002012817,0.00003358239,0.000005211215,0.0000170474,0.0002595263,0.00001833341,0.001185992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002857808,"threshold_uncertainty_score":0.005682349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02079257815568599,"score_gpt":0.276266109007819,"score_spread":0.255473530852133,"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."}}