{"id":"W4251608312","doi":"10.1093/jaoac/102.5.1595","title":"Confirmation and Identification of <i>Salmonella</i> spp., <i>Cronobacter</i> spp., and Other Gram-Negative Organisms by the Bruker MALDI Biotyper Method: Collaborative Study Method Extension to Include <i>Campylobacter</i> Species, Revised First Action 2017.09","year":2019,"lang":"en","type":"article","venue":"Journal of AOAC International","topic":"Enterobacteriaceae and Cronobacter Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"LOEWE Zentrum AdRIA; Washington State University; California Department of Public Health","keywords":"Salmonella; Cronobacter; Biology; Microbiology; Campylobacter; Cronobacter sakazakii; Bacteria; Enterobacter; Escherichia coli; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01419942,0.001238169,0.0007035791,0.001718093,0.0009318694,0.0008302666,0.001757105,0.001488843,0.001663223],"category_scores_gemma":[0.01145355,0.0006497905,0.001180422,0.001321396,0.0008222822,0.0006777566,0.002564681,0.0006139808,0.000871751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009894879,"about_ca_system_score_gemma":0.002347172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00470156,"about_ca_topic_score_gemma":0.00698735,"domain_scores_codex":[0.9834732,0.004677444,0.003134218,0.003543026,0.004496868,0.0006751313],"domain_scores_gemma":[0.9759529,0.004014848,0.004105591,0.003020297,0.01160309,0.001303307],"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":[0.004073097,0.004525351,0.3735346,0.001529913,0.0004577312,0.0008281062,0.005049434,0.0006781953,0.5461469,0.0001824663,0.001759316,0.06123475],"study_design_scores_gemma":[0.0006919204,0.02699163,0.4550859,0.0001963338,0.001091051,0.003152207,0.002768378,0.001731223,0.5004795,0.0001162239,0.007574724,0.0001209196],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9861442,0.0006216472,0.008934514,0.0001069548,0.00004032856,0.001543414,0.0006770061,0.00005709171,0.001874879],"genre_scores_gemma":[0.9326802,0.0006382763,0.05977397,0.0002065621,0.00005341276,0.001218603,0.003388447,0.00006201091,0.001978533],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01419942,"threshold_uncertainty_score":0.07509464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01743816027738859,"score_gpt":0.3273926412995429,"score_spread":0.3099544810221543,"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."}}