{"id":"W4380992985","doi":"10.1099/acmi.0.000539.v3","title":"A multiphasic approach to solve misidentification of Cutibacterium acnes as Atopobium vaginae during routine bacterial screening of platelet concentrates using the VITEK 2 system","year":2023,"lang":"en","type":"article","venue":"Access Microbiology","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of Ottawa","funders":"Health Canada; Canadian Blood Services","keywords":"Microbiology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001767991,0.0009596989,0.0009333013,0.003724206,0.0008009493,0.001362933,0.0007509828,0.0009844853,0.0008274134],"category_scores_gemma":[0.003338331,0.0006810543,0.000718613,0.001462778,0.0005170462,0.001455069,0.00191621,0.0008090787,0.0006733467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003277064,"about_ca_system_score_gemma":0.0005084235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000988789,"about_ca_topic_score_gemma":0.001734496,"domain_scores_codex":[0.9969071,0.0008107597,0.0004456356,0.0006866323,0.0008933885,0.0002564331],"domain_scores_gemma":[0.9974723,0.0005199146,0.0007298835,0.0003970878,0.0007093832,0.0001713774],"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":[0.0006374047,0.0002419276,0.08932672,0.0005188779,0.0001260152,0.002419146,0.0009585804,0.0002456479,0.8092225,0.0001131991,0.0003031714,0.09588673],"study_design_scores_gemma":[0.00003227632,0.002993634,0.3071145,0.0003376649,0.0008122943,0.02831558,0.002823934,0.008194264,0.6393786,0.0003975388,0.00945005,0.0001497049],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9486482,0.003946849,0.04379138,0.0003847994,0.0001944464,0.0005412964,0.0002524373,0.0003060387,0.001934562],"genre_scores_gemma":[0.890176,0.002153205,0.1053655,0.0003151538,0.00009295961,0.0001655961,0.0004573049,0.0000725131,0.001201722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003724206,"threshold_uncertainty_score":0.009350181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0336209227883743,"score_gpt":0.300398493837945,"score_spread":0.2667775710495707,"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."}}