{"id":"W4365150401","doi":"10.1099/acmi.0.000539.v2","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":"preprint","venue":"","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Canadian Blood Services","funders":"Health Canada; Canadian Blood Services","keywords":"Microbiology; Biology; Bacterial vaginosis; Bacteria; Genetics","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":[0.001470178,0.001026367,0.0009665291,0.003682029,0.0008311277,0.001188925,0.0007753079,0.001031817,0.0009118146],"category_scores_gemma":[0.002676738,0.0006225793,0.0006911795,0.001388549,0.0005440566,0.00142336,0.001942484,0.0008093092,0.000792313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000285148,"about_ca_system_score_gemma":0.000484954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006693999,"about_ca_topic_score_gemma":0.001108792,"domain_scores_codex":[0.9972548,0.0007523191,0.0003766032,0.0006338126,0.0007538251,0.0002286981],"domain_scores_gemma":[0.9976921,0.0004602806,0.0006282839,0.0004182795,0.000605672,0.0001954075],"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":[0.0006260789,0.0002775939,0.06231661,0.000421218,0.0001029149,0.003032201,0.0006640913,0.0001720578,0.8517302,0.0001010084,0.0002582366,0.08029778],"study_design_scores_gemma":[0.00003299296,0.002740074,0.2425161,0.0002309195,0.0007142503,0.04275527,0.001956975,0.006539357,0.6922356,0.0003796903,0.009768501,0.000130263],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9333712,0.004800378,0.05800569,0.0004602888,0.0002209907,0.000559044,0.0002265892,0.0003511913,0.002004594],"genre_scores_gemma":[0.8985342,0.00237385,0.09685904,0.0002926315,0.00009993451,0.0001579833,0.0004058116,0.00007915346,0.001197304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003682029,"threshold_uncertainty_score":0.007775128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04841929073553315,"score_gpt":0.2937068146998714,"score_spread":0.2452875239643383,"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."}}