{"id":"W4412441833","doi":"10.1099/jmm.0.001992","title":"Scanning electron microscopy and extended viability testing as a tool to evaluate the safety of MALDI-TOF extracts for risk group 3 spore-forming bacteria","year":2025,"lang":"en","type":"article","venue":"Journal of Medical Microbiology","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Bacillus anthracis; Bacillus cereus; Chromatography; Spore; Filtration (mathematics); Scanning electron microscope; Biomedical engineering; Bacteria; Microbiology; Chemistry; Materials science; Biology; Medicine; Mathematics; Composite material","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":[0.000975983,0.0007585374,0.0003279102,0.000723507,0.0003524885,0.0005852534,0.0003786171,0.0007326821,0.001074078],"category_scores_gemma":[0.0008103247,0.0002725098,0.0003851527,0.0003252655,0.0005957834,0.0004902563,0.0005853486,0.0004884774,0.0004161877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003600386,"about_ca_system_score_gemma":0.0003804283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007059752,"about_ca_topic_score_gemma":0.001242041,"domain_scores_codex":[0.9991518,0.0001747511,0.00006614124,0.0001465145,0.0003905027,0.00007021092],"domain_scores_gemma":[0.9988719,0.0003121136,0.0002828651,0.0001286905,0.0003323871,0.00007205782],"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":[0.00007466684,0.00003034137,0.002480377,0.00006992501,0.000008904544,0.00009654345,0.00004138229,0.000102885,0.9935886,0.00006278873,0.00004362058,0.003400054],"study_design_scores_gemma":[0.000005584536,0.0007402797,0.02093982,0.00003368725,0.00002653644,0.000575033,0.0001175703,0.001041896,0.9748281,0.0001120802,0.001562651,0.0000168996],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9426762,0.003280016,0.04933891,0.0002601574,0.00007846297,0.0001761144,0.0007122329,0.0003806927,0.003097228],"genre_scores_gemma":[0.9291714,0.003645693,0.06188231,0.0002116169,0.00003240135,0.0002396866,0.001367745,0.00007201955,0.003377039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001074078,"threshold_uncertainty_score":0.005161524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01236648601947167,"score_gpt":0.3184526286618159,"score_spread":0.3060861426423442,"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."}}