{"id":"W1756062226","doi":"10.1111/trf.12728","title":"Biofilm‐forming skin microflora bacteria are resistant to the bactericidal action of disinfectants used during blood donation","year":2014,"lang":"en","type":"article","venue":"Transfusion","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Agriculture and Agri-Food Canada; Canadian Blood Services","funders":"Canadian Blood Services","keywords":"Biofilm; Disinfectant; Staphylococcus epidermidis; Microbiology; Antiseptic; Bacteria; Chemistry; Bacterial colony; Colony-forming unit; Staphylococcus aureus; Biology","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":[0.0001975862,0.0001339941,0.0002319785,0.0001132316,0.00018574,0.00001638205,0.0000518773,0.00007727188,0.00005222386],"category_scores_gemma":[0.00002557786,0.00008991429,0.00007957947,0.0002074632,0.00001889718,0.00006758513,0.00001046974,0.0001007825,0.00001704158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006120895,"about_ca_system_score_gemma":0.00002245694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003770224,"about_ca_topic_score_gemma":0.0003985167,"domain_scores_codex":[0.999064,0.00005856589,0.0002616363,0.0002079075,0.0002208958,0.0001869511],"domain_scores_gemma":[0.9994841,0.00004045491,0.00008775684,0.000244236,0.00006293369,0.00008057457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006710819,0.0002075107,0.02152704,0.0001642674,0.00004442185,0.000004296128,0.0009777478,0.00000326646,0.972043,0.00001020299,0.000007009544,0.004340184],"study_design_scores_gemma":[0.001670084,0.0002787707,0.5414314,0.000275473,0.0001374888,0.00001685183,0.0001038093,0.0000174621,0.4554842,0.000006745648,0.0005097475,0.00006794768],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978628,0.00002264373,0.0002810996,0.001006691,0.0002002058,0.0004213285,0.00001739133,0.00004902757,0.0001388848],"genre_scores_gemma":[0.9992327,0.00008657704,0.0002936862,0.00004777336,0.0001462412,0.0000140887,0.00003745867,0.00002082277,0.0001206341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5199044,"threshold_uncertainty_score":0.3666598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01913884297205354,"score_gpt":0.2704912944634264,"score_spread":0.2513524514913729,"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."}}