{"id":"W2999124294","doi":"10.3389/fmicb.2019.02920","title":"Detection and Quantification of Viable but Non-culturable Campylobacter jejuni","year":2020,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Campylobacter jejuni; Propidium monoazide; Microbiology; Campylobacter; Viable but nonculturable; Biology; rpoB; Population; Real-time polymerase chain reaction; Chemistry; Bacteria; Gene; Biochemistry; 16S ribosomal RNA","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007686291,0.0008390541,0.000484202,0.0007067029,0.0002654362,0.0005329418,0.0005471379,0.0009021686,0.001037809],"category_scores_gemma":[0.0009596957,0.0004348595,0.0003299545,0.0003869042,0.0004303246,0.0004311481,0.0005082825,0.0008100264,0.0004771172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000466616,"about_ca_system_score_gemma":0.0005273711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001594765,"about_ca_topic_score_gemma":0.003329672,"domain_scores_codex":[0.9987821,0.0001795208,0.00007869476,0.000377114,0.0004600497,0.0001225183],"domain_scores_gemma":[0.9994395,0.0001956527,0.0001041235,0.00003804421,0.0001772044,0.0000454429],"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":[0.00002541965,0.00001813986,0.0006010488,0.0001317037,0.000002875611,0.0000241676,0.00003472106,0.0001047729,0.9966568,0.00003369156,0.00005054877,0.00231606],"study_design_scores_gemma":[0.000003862347,0.0001839251,0.004865057,0.00003809444,0.00001520165,0.0001025764,0.00007551308,0.001839324,0.9905178,0.00006582362,0.002276028,0.00001675482],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8852723,0.005754322,0.0982255,0.0007043377,0.0002602049,0.0006610131,0.002598682,0.0008325909,0.005691042],"genre_scores_gemma":[0.8368757,0.004208161,0.1380924,0.0003887484,0.0000698384,0.0009952924,0.003444589,0.0001189232,0.01580632],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001594765,"threshold_uncertainty_score":0.004064977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01578776569154058,"score_gpt":0.1995273019151053,"score_spread":0.1837395362235647,"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."}}