{"id":"W3134278340","doi":"10.1111/trf.16347","title":"Evaluation of riboflavin and ultraviolet light treatment against <scp><i>Klebsiella pneumoniae</i></scp> in whole blood‐derived platelets: A pilot study","year":2021,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services","funders":"Al-Imam Muhammad Ibn Saud Islamic University; King Faisal Specialist Hospital and Research Centre","keywords":"Klebsiella pneumoniae; Microbiology; Medicine; Blood collection; Whole blood; Platelet; Pathogen; Surgery; Biology; Escherichia coli; Immunology; Emergency medicine","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008735261,0.0002908224,0.0005679869,0.000215765,0.00008228602,0.00002154043,0.00006784416,0.00008436472,0.00006087268],"category_scores_gemma":[0.00006263092,0.0002521587,0.00009000879,0.0004247019,0.00004270551,0.00007110576,0.00002325479,0.0001781213,0.00000983609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008673107,"about_ca_system_score_gemma":0.0001763563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004060692,"about_ca_topic_score_gemma":0.002941319,"domain_scores_codex":[0.9973583,0.0003499563,0.0005524425,0.0005840326,0.0008590992,0.0002961464],"domain_scores_gemma":[0.999023,0.00009233072,0.00007306195,0.0004153239,0.0002398985,0.0001563639],"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":[0.0001327854,0.01082653,0.01143504,0.0001240559,0.0002556696,0.000305893,0.006314385,0.00006257471,0.9260333,0.00001452615,0.00004468792,0.04445052],"study_design_scores_gemma":[0.0630186,0.01502335,0.2419887,0.0008737015,0.00520757,0.0001157293,0.01152332,0.0007575807,0.6568749,0.0001065083,0.004209986,0.0003000128],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910814,0.001193117,0.00003679338,0.000983473,0.0001132197,0.00247709,0.00001645173,0.00005446196,0.004044034],"genre_scores_gemma":[0.9953289,0.003528046,0.000120653,0.0001832458,0.00003448483,0.0001465834,0.00006498578,0.00003441333,0.0005587101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2691584,"threshold_uncertainty_score":0.9999931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03253651753537175,"score_gpt":0.2794700303547892,"score_spread":0.2469335128194175,"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."}}