{"id":"W4311344391","doi":"10.1099/acmi.0.000539.v1","title":"Misidentification of Cutibacterium acnes as Atopobium vaginae during routine bacterial screening of platelet concentrates using the VITEK 2 system","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of Ottawa","funders":"","keywords":"Microbiology; Biology; Bacterial vaginosis; Bacteria; Genetics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00107351,0.0007015474,0.0006373543,0.001615442,0.0004955638,0.001210705,0.0003938931,0.0008133313,0.001183831],"category_scores_gemma":[0.004396519,0.0003071396,0.0003890757,0.0007634589,0.0005971023,0.0007238659,0.0009751772,0.0006281713,0.0008530086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002554554,"about_ca_system_score_gemma":0.0002406908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001322296,"about_ca_topic_score_gemma":0.0008583214,"domain_scores_codex":[0.9973257,0.0006416472,0.0003459597,0.0004233293,0.0009147144,0.0003486625],"domain_scores_gemma":[0.9978187,0.0007741837,0.0006639071,0.0003287723,0.0002999103,0.000114626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.001986124,0.0003059999,0.4871399,0.0004021712,0.0001291717,0.04036969,0.002892707,0.0002075071,0.4283745,0.0001829104,0.0004481722,0.03756111],"study_design_scores_gemma":[0.00002464707,0.001200729,0.4182139,0.00019274,0.0003067411,0.1228031,0.003248713,0.002101462,0.4451675,0.000225766,0.00645627,0.00005835644],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944403,0.0009146497,0.002776752,0.00007470968,0.00006950207,0.00006690351,0.0001188545,0.00003792868,0.001500395],"genre_scores_gemma":[0.9959844,0.000478344,0.002594616,0.0001058979,0.00002911747,0.00001238429,0.0001824025,0.00002555132,0.0005873697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001615442,"threshold_uncertainty_score":0.005677342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0236570226393401,"score_gpt":0.2810410063550063,"score_spread":0.2573839837156662,"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."}}