{"id":"W1980921316","doi":"10.1039/b109895k","title":"Detection of infectious and toxigenic bacteria","year":2002,"lang":"en","type":"review","venue":"The Analyst","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Bacteria; Microbiology; Computational biology; Chemistry; Biology; Genetics","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":[0.001335348,0.001480038,0.002124364,0.003152038,0.0002136061,0.0007986104,0.001228103,0.001640741,0.002312491],"category_scores_gemma":[0.001163361,0.0004759559,0.0005637554,0.001783322,0.0006611651,0.0009315827,0.000517841,0.0009300556,0.004410783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005547786,"about_ca_system_score_gemma":0.0007121551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001074993,"about_ca_topic_score_gemma":0.001613114,"domain_scores_codex":[0.999308,0.0001280091,0.00004025012,0.0001314471,0.0003456446,0.00004667449],"domain_scores_gemma":[0.999162,0.000312624,0.0001192202,0.00002986423,0.0003365566,0.00003973837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001715841,0.00008223813,0.00133009,0.01074058,0.00008590746,0.0004031248,0.00005922041,0.0001726995,0.02340931,0.001467782,0.01603667,0.9460409],"study_design_scores_gemma":[0.00004575137,0.0007299813,0.006937515,0.002303986,0.0002528182,0.01169676,0.0002411913,0.0004451342,0.06360563,0.002561809,0.9110991,0.00008027801],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001256322,0.991285,0.002947102,0.0005371094,0.0004815632,0.00002099107,0.00005957538,0.00005102074,0.003361175],"genre_scores_gemma":[0.008921726,0.9806756,0.003784665,0.0004421973,0.000335788,0.00003794484,0.0001756112,0.000007526801,0.005618901],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003152038,"threshold_uncertainty_score":0.007736027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05539559065065256,"score_gpt":0.2757409244909936,"score_spread":0.2203453338403411,"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."}}