{"id":"W4417281204","doi":"10.1099/jmm.0.002109","title":"Potential confounding factors in currently used antibiotic susceptibility assays for the honey bee pathogen Melissococcus plutonius","year":2025,"lang":"en","type":"article","venue":"Journal of Medical Microbiology","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"College of Agriculture and Natural Resources, Michigan State University; North Central SARE","keywords":"Antibiotics; Pathogen; Oxytetracycline; Antibiotic resistance; American foulbrood; Agar","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003082104,0.0001354766,0.0003905366,0.00005366713,0.0001871335,0.00004932505,0.0007196621,0.0003277748,0.0006777829],"category_scores_gemma":[0.001849772,0.00004260363,0.0002337553,0.0002910013,0.0002725589,0.00004913495,0.000120635,0.0006601966,0.000003822331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008766629,"about_ca_system_score_gemma":0.0001919957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000317665,"about_ca_topic_score_gemma":0.001317449,"domain_scores_codex":[0.9981552,0.0003918637,0.0005856043,0.0001873876,0.0002398175,0.0004401122],"domain_scores_gemma":[0.9966943,0.002748419,0.0002025918,0.00004783308,0.000181894,0.0001249995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001276242,0.0001320944,0.03921428,0.00002102188,0.00004981971,0.00002287375,0.00007788929,0.000004226547,0.9470286,0.0002925788,0.001135989,0.01189294],"study_design_scores_gemma":[0.007752321,0.004040819,0.7814643,0.001086802,0.0003585006,0.000581131,0.004231836,0.001495586,0.1239093,0.005817368,0.06828786,0.0009741936],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903671,0.0008248524,0.0001660804,0.00717329,0.001086282,0.0002820428,0.00006638084,0.000006709816,0.00002722556],"genre_scores_gemma":[0.9991266,0.0002050122,0.00002209716,0.0002080545,0.0003714486,0.000001882529,0.00002734823,9.150885e-7,0.00003671227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8231194,"threshold_uncertainty_score":0.7421248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02931525437613019,"score_gpt":0.3217502330276719,"score_spread":0.2924349786515417,"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."}}