{"id":"W4223536824","doi":"10.1128/spectrum.02769-21","title":"Droplet Digital PCR-Based Detection and Quantification of GyrA Thr-86-Ile Mutation Based Fluoroquinolone-Resistant Campylobacter jejuni","year":2022,"lang":"en","type":"article","venue":"Microbiology Spectrum","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Campylobacter jejuni; Mutant; Biology; Microbiology; Digital polymerase chain reaction; Wild type; Sanger sequencing; DNA gyrase; Mutation; Polymerase chain reaction; Genetics; Escherichia coli; Bacteria; Gene","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":[0.001127468,0.0008053396,0.0005825543,0.001344282,0.000343613,0.0008617525,0.0008963275,0.001116519,0.00308224],"category_scores_gemma":[0.001650844,0.0005255693,0.0004698327,0.0008298173,0.0007728699,0.0004842763,0.0005094398,0.001042716,0.00127978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005606867,"about_ca_system_score_gemma":0.0005608586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009934168,"about_ca_topic_score_gemma":0.002299256,"domain_scores_codex":[0.99726,0.0003600694,0.0001521375,0.001107937,0.0009272167,0.0001926383],"domain_scores_gemma":[0.9991556,0.0002842249,0.0001447075,0.00007805556,0.0002798037,0.00005756971],"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":[0.0002953167,0.0002368957,0.006245042,0.0002973645,0.00002951257,0.0001437588,0.0002851508,0.000536672,0.9692909,0.0006063182,0.000963854,0.02106929],"study_design_scores_gemma":[0.00006747281,0.0008629044,0.01588053,0.00008719664,0.00007849184,0.0008331148,0.000297475,0.02314464,0.9466733,0.0009077758,0.01106401,0.0001031268],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6566216,0.005636573,0.3048176,0.001174558,0.001411101,0.001402744,0.007513133,0.003435121,0.01798764],"genre_scores_gemma":[0.6395577,0.002271505,0.3341603,0.001524534,0.0001970872,0.001284729,0.00474855,0.0001983854,0.01605732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00308224,"threshold_uncertainty_score":0.01031113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01375781063985357,"score_gpt":0.2003918762083293,"score_spread":0.1866340655684758,"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."}}