{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001134533,0.0001099529,0.0001292069,0.000006307207,0.001241726,0.0001938111,0.00015865,0.00007075274,0.0001486711],"category_scores_gemma":[0.00001521807,0.00004320589,0.0001176868,0.00005237323,0.00004687891,0.0003681461,0.0000358746,0.0001234987,0.00001028368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000100085,"about_ca_system_score_gemma":0.000004146847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00544665,"about_ca_topic_score_gemma":0.008567627,"domain_scores_codex":[0.9993201,0.00002988787,0.0001188008,0.0002288915,0.0001034383,0.0001988221],"domain_scores_gemma":[0.9997437,0.00003070966,0.0000793388,0.00006664742,0.00002958912,0.00005000735],"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":[0.00001676347,0.00007993676,0.001655311,0.000007407439,0.000005351804,0.000003229849,0.00003459054,0.000001230416,0.9478515,0.0000185707,0.000002948494,0.05032314],"study_design_scores_gemma":[0.0001589513,0.00005505682,0.07676579,0.00005170058,0.00002732226,0.00001142619,0.00001311338,0.00006785856,0.922391,0.00005554322,0.0002648222,0.0001374186],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984885,0.00002919232,0.00007431825,0.0003977215,0.000483534,0.00009935365,0.000007845558,0.00004577201,0.0003737973],"genre_scores_gemma":[0.9992434,0.0001021636,0.00009626602,0.00003384993,0.0004160087,0.000001144216,0.000008545951,9.621004e-7,0.00009759799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07511048,"threshold_uncertainty_score":0.9550481,"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."}}