{"id":"W4376223988","doi":"10.1111/vox.13440","title":"Proof of concept for detection of staphylococcal enterotoxins in platelet concentrates as a novel safety mitigation strategy","year":2023,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Platelet Disorders and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of Ottawa","funders":"Health Canada; Canadian Blood Services","keywords":"Staphylococcus aureus; Microbiology; Enterotoxin; Exotoxin; Blot; Biology; Tryptic soy broth; Toxin; Molecular biology; Gene; Bacteria; Escherichia coli; Genetics","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":[0.001263811,0.001006786,0.0006760014,0.0003909729,0.0002854787,0.00121567,0.0008245045,0.001896804,0.003982406],"category_scores_gemma":[0.001115282,0.0004129345,0.0007278423,0.0002710052,0.0004799272,0.0009518181,0.0007802656,0.002025479,0.002015897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005794764,"about_ca_system_score_gemma":0.0009826055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005597157,"about_ca_topic_score_gemma":0.0006068497,"domain_scores_codex":[0.9990638,0.0001142241,0.00003948184,0.0001729519,0.0004765748,0.000132931],"domain_scores_gemma":[0.9991979,0.00009891911,0.0001689845,0.00005943141,0.0003446644,0.0001300756],"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":[0.0001997686,0.0002466117,0.0003298222,0.000385726,0.00003610485,0.0002482995,0.00003674641,0.0005001929,0.9819654,0.0007980257,0.002467045,0.0127862],"study_design_scores_gemma":[0.0001165756,0.002093424,0.001226357,0.00006672244,0.00005945384,0.0006019039,0.00008536055,0.004653476,0.9616807,0.0005174583,0.02885061,0.0000479331],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5109496,0.01630084,0.4230286,0.007653323,0.003456749,0.005201832,0.006614284,0.004949568,0.02184535],"genre_scores_gemma":[0.7510074,0.007701312,0.2152374,0.002964608,0.0003053697,0.002591916,0.00476496,0.0002426553,0.01518444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003982406,"threshold_uncertainty_score":0.01332241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02005025696248471,"score_gpt":0.2924042619242343,"score_spread":0.2723540049617496,"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."}}