{"id":"W2756287978","doi":"10.1111/trf.14298","title":"Enhancing blood donor skin disinfection using natural oils","year":2017,"lang":"en","type":"article","venue":"Transfusion","topic":"Essential Oils and Antimicrobial Activity","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Canadian Blood Services","funders":"Health Canada; Canadian Blood Services","keywords":"Staphylococcus epidermidis; Isopropyl alcohol; Chemistry; Skin flora; Citronellol; Chlorhexidine; Terpene; Biofilm; Essential oil; Food science; Linalool; Origanum; Microbiology; Traditional medicine; Chromatography; Bacteria; Staphylococcus aureus; Medicine; Biology; Geraniol; Biochemistry; Organic chemistry","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":[0.0001576272,0.0003942775,0.0002019305,0.0003232121,0.000108837,0.0002269133,0.0001907821,0.000181227,0.0008591011],"category_scores_gemma":[0.0001876489,0.00007124691,0.0002850457,0.0001563561,0.0001250167,0.0002159906,0.0003240485,0.0002387902,0.000164795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001633528,"about_ca_system_score_gemma":0.0001703967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003204559,"about_ca_topic_score_gemma":0.0006849947,"domain_scores_codex":[0.9998882,0.00002450004,0.000007936698,0.00001815113,0.00003935992,0.00002187722],"domain_scores_gemma":[0.9998902,0.00002549103,0.00003579441,0.000006359152,0.00002481353,0.00001741699],"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":[0.0002632787,0.0000868471,0.0005658017,0.0002993216,0.00001302029,0.00005306625,0.00001923731,0.0000934911,0.9889011,0.00002651824,0.00002943489,0.009649039],"study_design_scores_gemma":[0.00001187876,0.001001041,0.002537625,0.00003337492,0.00004785198,0.0002663317,0.00003040363,0.000347259,0.9939996,0.00002541768,0.001694256,0.000005041763],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868961,0.006913457,0.004860077,0.00006471937,0.0000267068,0.00003443513,0.00008160723,0.0000429114,0.001080035],"genre_scores_gemma":[0.9893427,0.00325622,0.006366605,0.00005748406,0.00001313992,0.00001873635,0.00009027666,0.00001108872,0.0008437825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008591011,"threshold_uncertainty_score":0.002874017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0148831617145036,"score_gpt":0.2356569660010923,"score_spread":0.2207738042865887,"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."}}