{"id":"W4411022663","doi":"10.1038/s43856-025-00919-2","title":"Dogs fed raw meat-based diets are vectors of drug-resistant Salmonella infection in humans","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Ministère de la Santé et des Services Sociaux (Québec); Ministère de l'Agriculture, des Pêcheries et de l'Alimentation; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Centre Intégré de Santé et Services Sociaux de Chaudière-Appalache; Université de Montréal; Université Laval; University of Manitoba; Institut National de Santé Publique du Québec","funders":"Ministère de la Santé; Ministère de la Santé et des Services sociaux; Public Health Agency of Canada; Ministère de l'Agriculture, des Pêcheries et de l'Alimentation","keywords":"Salmonella; Raw meat; Biology; Food science; Multi drug resistant; Drug resistance; Drug; Biotechnology; Microbiology; Veterinary medicine; Medicine; Bacteria; Pharmacology; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005736564,0.0001240261,0.0003617135,0.00007162864,0.0001698251,0.00000514062,0.0005509389,0.00009294403,0.00009592569],"category_scores_gemma":[0.0004352549,0.00005359488,0.00006816754,0.000815004,0.0003559185,0.00003170731,0.0001293744,0.0001934084,0.000005484655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004833265,"about_ca_system_score_gemma":0.00001628345,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005622262,"about_ca_topic_score_gemma":0.02194275,"domain_scores_codex":[0.9985868,0.0004632064,0.0004808144,0.000195036,0.0001001902,0.000173999],"domain_scores_gemma":[0.9979594,0.001259973,0.0002023547,0.0004261648,0.0001057496,0.00004640806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007263605,0.0002357238,0.9295484,0.00002726808,0.00001874652,8.559653e-7,0.0001537455,0.00001538339,0.06172042,0.001818107,0.002044378,0.004344348],"study_design_scores_gemma":[0.0003609251,0.0001120277,0.9861196,0.000276286,0.00002643705,2.612928e-7,0.0002763128,0.00014447,0.0006416993,0.0009709667,0.01098696,0.00008399478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775955,0.002191175,0.00001870917,0.01522674,0.000133299,0.0002143101,0.000006418747,0.0000477116,0.004566145],"genre_scores_gemma":[0.9982061,0.0007979618,0.00004915071,0.0005471907,0.00003751154,0.00003474271,0.0001282788,9.443787e-7,0.0001981322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06107872,"threshold_uncertainty_score":0.9959043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04724569721881604,"score_gpt":0.3080962368443882,"score_spread":0.2608505396255721,"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."}}