{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002821709,0.0003830801,0.0003659417,0.0001424729,0.0001774882,0.000308719,0.0002815551,0.0003605065,0.0009922968],"category_scores_gemma":[0.0002750483,0.0001416975,0.0004970093,0.0001444466,0.0001550443,0.0001726651,0.0001308369,0.0002776627,0.0001708606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001658214,"about_ca_system_score_gemma":0.0002529547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001200614,"about_ca_topic_score_gemma":0.001430961,"domain_scores_codex":[0.9997607,0.0000802321,0.00001925589,0.00005105595,0.00005414598,0.00003460013],"domain_scores_gemma":[0.9997246,0.00006939471,0.00006841627,0.00002390632,0.00008044326,0.00003323057],"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":[0.001941755,0.0007464985,0.0006499527,0.0002309026,0.00003372726,0.00005120671,0.00004573828,0.0002077189,0.9903931,0.00001087773,0.0000388538,0.005649524],"study_design_scores_gemma":[0.00009244007,0.04254151,0.009043712,0.00002103619,0.0001422814,0.0001493088,0.00009681153,0.0005561832,0.9462918,0.00001083971,0.001042151,0.00001197984],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982908,0.000710703,0.000579604,0.00002024687,0.00001098728,0.00005975044,0.00008575826,0.00001220737,0.000229949],"genre_scores_gemma":[0.9965952,0.0007333565,0.001759772,0.00003181714,0.000009585015,0.00003773316,0.0001400494,0.000008270824,0.0006841907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001200614,"threshold_uncertainty_score":0.003319561,"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."}}