{"id":"W4402676477","doi":"10.1016/j.diagmicrobio.2024.116543","title":"Xenophilus aerolatus isolate misidentified as Brucella spp. by MALDI-TOF MS (VITEK-MS) system","year":2024,"lang":"en","type":"article","venue":"Diagnostic Microbiology and Infectious Disease","topic":"Brucella: diagnosis, epidemiology, treatment","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Brucella; Microbiology; Brucellosis; Biology; Medicine; Virology","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":[0.0002395041,0.0007516261,0.0004311533,0.001141097,0.0003444981,0.0008043745,0.0002787739,0.0007124511,0.002078513],"category_scores_gemma":[0.0008904859,0.0002468529,0.0003760981,0.0006532453,0.0003096065,0.0004444007,0.0004989478,0.0005707932,0.001278128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002317646,"about_ca_system_score_gemma":0.0003734558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003057553,"about_ca_topic_score_gemma":0.002392941,"domain_scores_codex":[0.9993278,0.00006360078,0.0001095457,0.0001587328,0.0002341917,0.0001060921],"domain_scores_gemma":[0.9994767,0.0001117059,0.0001336868,0.00002993101,0.0001950307,0.00005290733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"case_report","study_design_scores_codex":[0.0005906856,0.0001896646,0.08527625,0.000730148,0.0000831908,0.02063764,0.000671691,0.000198846,0.8606099,0.0002630193,0.002931929,0.02781704],"study_design_scores_gemma":[0.00003933466,0.001049995,0.2067767,0.0007156901,0.0005835888,0.1171754,0.002518556,0.002872092,0.6222874,0.0004651239,0.04539796,0.0001182603],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9676742,0.005702807,0.009270675,0.00180912,0.0004954231,0.0002193142,0.005894943,0.0004095833,0.008523933],"genre_scores_gemma":[0.9752339,0.002887013,0.01090014,0.0005947189,0.0001493672,0.00003634395,0.005923351,0.00007185178,0.004203238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003057553,"threshold_uncertainty_score":0.006953299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01373940544300695,"score_gpt":0.2721169686990398,"score_spread":0.2583775632560329,"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."}}