{"id":"W3214722349","doi":"10.3390/pathogens10111471","title":"Demographic, Husbandry, and Biosecurity Factors Associated with the Presence of Campylobacter spp. in Small Poultry Flocks in Ontario, Canada","year":2021,"lang":"en","type":"article","venue":"Pathogens","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Agriculture, Food and Rural Affairs; University of Guelph","funders":"","keywords":"Biosecurity; Flock; Campylobacter; Animal husbandry; Veterinary medicine; Poultry farming; Biology; Logistic regression; Odds ratio; Transmission (telecommunications); Environmental health; Medicine; Ecology; Agriculture","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":[0.0003018835,0.0002632009,0.0002081586,0.0006255739,0.001087395,0.0005761115,0.0006064813,0.0002532261,0.001413428],"category_scores_gemma":[0.001051975,0.0002792242,0.0003033572,0.0008715143,0.0006733984,0.0002150048,0.0003411329,0.0003426988,0.0001045956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007429121,"about_ca_system_score_gemma":0.006837784,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9722688,"about_ca_topic_score_gemma":0.9862665,"domain_scores_codex":[0.9997086,0.00003714302,0.00002101001,0.00005893056,0.00007505357,0.00009930701],"domain_scores_gemma":[0.9987403,0.0001245861,0.000402183,0.00003629523,0.0003232476,0.0003734933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003115203,0.00001835388,0.9985207,0.000007612366,0.0000122773,0.00003955638,0.0002498901,0.000048351,0.0001783665,0.00001248956,0.0001535512,0.0007278028],"study_design_scores_gemma":[0.000001611054,0.00001948622,0.9992425,0.000006545006,0.000005225638,0.00001980305,0.000443047,0.0001359865,0.00001468852,0.000003666423,0.0001056425,0.000001718542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990589,0.0001242928,0.00005116366,0.00006457929,0.000002762546,0.000008825466,0.0003752934,0.000002259941,0.0003119292],"genre_scores_gemma":[0.9992138,0.00009444256,0.00005252336,0.00001617456,0.00000158217,0.00000584109,0.0002455667,0.000001071905,0.0003689414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02773118,"threshold_uncertainty_score":0.05578893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02426007173945387,"score_gpt":0.1885656732911055,"score_spread":0.1643056015516517,"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."}}