{"id":"W4321003199","doi":"10.1093/lambio/ovac057","title":"Evaluating iQ-CheckTM real-time PCR to detect <i>Salmonella</i> from poultry environmental samples in Fraser Valley, British Columbia, Canada","year":2022,"lang":"en","type":"article","venue":"Letters in Applied Microbiology","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Agriculture","funders":"Landbruks- og matdepartementet","keywords":"Salmonella; Turnaround time; Poultry farming; Livestock; Veterinary medicine; Biology; Biotechnology; Environmental health; Environmental science; Ecology; Operations management; Bacteria; Medicine; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003014955,0.0009465588,0.0006823319,0.001075428,0.001563704,0.002220707,0.001440217,0.0007762578,0.001048965],"category_scores_gemma":[0.003666498,0.0005786195,0.0003868028,0.001350733,0.001499,0.0003454804,0.000544976,0.0006552172,0.0004123158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01087255,"about_ca_system_score_gemma":0.01625477,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9220136,"about_ca_topic_score_gemma":0.966972,"domain_scores_codex":[0.9951456,0.0006033215,0.0002291732,0.001023267,0.002396699,0.0006018784],"domain_scores_gemma":[0.9959128,0.0006636278,0.0002787215,0.00007872565,0.002791759,0.000274208],"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":[0.002533322,0.001643504,0.3501526,0.001540181,0.0002969916,0.0007732832,0.005060965,0.007853584,0.5372654,0.0004129674,0.003212475,0.08925479],"study_design_scores_gemma":[0.0001864124,0.004692886,0.7422397,0.0002858456,0.0003738237,0.0007174358,0.008133406,0.02732516,0.1969194,0.0001065426,0.0187772,0.000242149],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820041,0.001244862,0.008387529,0.0003073831,0.00006270211,0.0008732591,0.002015151,0.0002268949,0.004878107],"genre_scores_gemma":[0.954928,0.001264735,0.03385378,0.0004795498,0.00001615204,0.0003475271,0.003858163,0.0001062334,0.005145901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07798636,"threshold_uncertainty_score":0.1568912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01402602437967491,"score_gpt":0.2013962158698584,"score_spread":0.1873701914901835,"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."}}