{"id":"W4403967166","doi":"10.3390/ani14213138","title":"Biosensors for Monitoring, Detecting, and Tracking Dissemination of Poultry-Borne Bacterial Pathogens Along the Poultry Value Chain: A Review","year":2024,"lang":"en","type":"review","venue":"Animals","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Canada First Research Excellence Fund; Ontario Ministry of Agriculture, Food and Rural Affairs; Canadian Poultry Research Council","keywords":"Biosecurity; Poultry farming; Supply chain; Animal health; Biotechnology; Disease surveillance; Business; Infectious disease (medical specialty); Safeguarding; Biology; Veterinary medicine; Disease; Medicine; Marketing","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":[0.001083372,0.001395794,0.001421042,0.003572815,0.0003527068,0.001270647,0.001177283,0.001600741,0.003514915],"category_scores_gemma":[0.001380152,0.0005279993,0.001101065,0.003378812,0.0004353153,0.001773975,0.0006970785,0.00147429,0.002149442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005791688,"about_ca_system_score_gemma":0.001297013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001301647,"about_ca_topic_score_gemma":0.001958201,"domain_scores_codex":[0.9995369,0.00006588375,0.00005165715,0.00008610162,0.0002122353,0.00004726549],"domain_scores_gemma":[0.9992435,0.0003782279,0.0001087253,0.00002161935,0.0002118972,0.00003596813],"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":[0.00006486374,0.0001531599,0.0003349141,0.04243294,0.0001460014,0.0002369312,0.0001093318,0.0008968491,0.01118147,0.005061432,0.02008955,0.9192924],"study_design_scores_gemma":[0.000009716764,0.0002588283,0.0009278923,0.005392523,0.0002387529,0.0009257643,0.0001037903,0.0003951519,0.004048816,0.001680653,0.9859703,0.00004786729],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003265814,0.9968078,0.0007204242,0.0002617155,0.0002657183,0.00001325409,0.00003622959,0.00001795564,0.00155019],"genre_scores_gemma":[0.001304687,0.9970015,0.0005933038,0.0001270242,0.0000883637,0.00001345796,0.00004079801,0.000002423089,0.0008284438],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003572815,"threshold_uncertainty_score":0.01175857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03133746302660699,"score_gpt":0.3217461828902193,"score_spread":0.2904087198636123,"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."}}