{"id":"W4407129875","doi":"10.1101/2025.02.03.636361","title":"Active surveillance of cats and dogs from households with human COVID-19 cases reveals over one quarter of pets infected with SARS-CoV-2 in 2020-2021 in Texas, United States","year":2025,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention","keywords":"Quarter (Canadian coin); Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Virology; Betacoronavirus; Coronavirus; Pandemic; CATS; Geography; Environmental health; Medicine; Veterinary medicine; Infectious disease (medical specialty); Outbreak","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000188272,0.0001660885,0.000104378,0.0004206673,0.0003288814,0.000337545,0.0002160868,0.0001959903,0.00109987],"category_scores_gemma":[0.0003357244,0.0001172241,0.0001223107,0.0003631001,0.0002398981,0.0002467485,0.0003064224,0.0001509653,0.0001496825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000340706,"about_ca_system_score_gemma":0.000231903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01371682,"about_ca_topic_score_gemma":0.0249467,"domain_scores_codex":[0.9998652,0.00002349624,0.00001065128,0.00004402707,0.00002062909,0.00003602711],"domain_scores_gemma":[0.9996883,0.00002582868,0.0001530581,0.00001720289,0.00004742917,0.00006831592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002416632,0.00001354903,0.9978002,0.000007604596,0.000005876107,0.0001143199,0.000121871,0.00002729061,0.0006478709,0.000008958918,0.0001673573,0.001060919],"study_design_scores_gemma":[0.000001352848,0.00004751148,0.9985623,0.00000794142,0.000004080905,0.0003094848,0.0005475159,0.0001215471,0.0001479316,0.000006172469,0.0002431026,0.000001088996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992798,0.00004958378,0.00004393408,0.00001945933,0.000001503825,0.000005877658,0.0003527821,0.000003445534,0.0002435995],"genre_scores_gemma":[0.9990662,0.00006075664,0.00009577323,0.00002391195,0.00000280867,0.000005678633,0.0005957545,7.017658e-7,0.00014853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01371682,"threshold_uncertainty_score":0.02727395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03108158081503528,"score_gpt":0.3047583183026156,"score_spread":0.2736767374875804,"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."}}