{"id":"W3006128137","doi":"10.1016/j.ijfoodmicro.2020.108559","title":"A farm-to-fork quantitative risk assessment model for Salmonella Heidelberg resistant to third-generation cephalosporins in broiler chickens in Canada","year":2020,"lang":"en","type":"article","venue":"International Journal of Food Microbiology","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; University of Guelph; Public Health Agency of Canada","funders":"Government of Canada","keywords":"Ceftiofur; Salmonella; Environmental health; Broiler; Cephalosporin; Antibiotic resistance; Risk assessment; Flock; Veterinary medicine; Antimicrobial; Medicine; Poultry farming; Biotechnology; Antibiotics; Biology; Animal science; Microbiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009599595,0.001254016,0.0008938931,0.000712829,0.001108127,0.001711764,0.002230507,0.001956825,0.003521549],"category_scores_gemma":[0.001831702,0.0009105058,0.00137585,0.0005047431,0.001238135,0.0004870268,0.001096629,0.001285687,0.0002551319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009708669,"about_ca_system_score_gemma":0.008850094,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8348631,"about_ca_topic_score_gemma":0.5883945,"domain_scores_codex":[0.9995927,0.00008708645,0.00001470438,0.0000869526,0.00005709205,0.0001614814],"domain_scores_gemma":[0.9987232,0.000559117,0.000156485,0.00002278702,0.0004093046,0.0001291357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003696668,0.00001187108,0.001473277,0.000008191048,0.00001171618,0.00003741684,0.00001411657,0.9974079,0.0001492033,0.0004259638,0.0001095342,0.0003139092],"study_design_scores_gemma":[0.00002294316,0.00001827284,0.0007266124,0.000003420388,0.00001405507,0.000005654792,0.00002716074,0.9988065,0.00005400286,0.000174667,0.0001393821,0.000007300049],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9315479,0.0003609854,0.04621033,0.001091162,0.00004738842,0.0002672328,0.003830418,0.0002381919,0.01640638],"genre_scores_gemma":[0.9840252,0.0001767747,0.005154541,0.00009161255,0.000007548168,0.0001447305,0.001120427,0.00002488897,0.009254359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1651369,"threshold_uncertainty_score":0.3322188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05670673844230647,"score_gpt":0.2843756558101385,"score_spread":0.227668917367832,"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."}}