{"id":"W4391438325","doi":"10.1079/onehealthcases.2024.0001","title":"Urban Rats ( <i>Rattus norvegicus</i> ) through a One Health Lens: Social and Ecological Factors Promote Opportunities for Urban Leptospirosis in Rats, Dogs, and People","year":2024,"lang":"en","type":"article","venue":"One Health Cases","topic":"Leptospirosis research and findings","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Leptospira interrogans; Wildlife; Environmental health; Leptospirosis; Canis; Yard; Disease; Veterinary medicine; Biology; Socioeconomics; Zoology; Geography; Ecology; Medicine; Leptospira; Sociology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000815116,0.0003484283,0.0008995212,0.0002116005,0.0009532523,0.0001296628,0.0001334481,0.0003561686,0.000117088],"category_scores_gemma":[0.0001723807,0.0003041491,0.0001081117,0.0002705839,0.0004642935,0.0003397596,0.0001275937,0.0006288682,0.00001480735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002727546,"about_ca_system_score_gemma":0.0008469271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004444148,"about_ca_topic_score_gemma":0.004198466,"domain_scores_codex":[0.9968895,0.0004176008,0.0006459627,0.0007219878,0.000104765,0.001220137],"domain_scores_gemma":[0.9988925,0.0005501622,0.000170235,0.0001663721,0.00006312218,0.0001575623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002215081,0.004769602,0.1264376,0.01182305,0.000798736,0.0002302762,0.08731034,4.49389e-7,0.0344729,0.03868244,0.6506809,0.04257863],"study_design_scores_gemma":[0.00709888,0.01979435,0.2910469,0.001540311,0.0001289175,0.000331693,0.01378204,0.00002227551,0.008998617,0.001079195,0.6542785,0.001898306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9251997,0.03574549,0.00002807082,0.03572936,0.0003254475,0.00168359,0.001030008,0.0001540677,0.0001042005],"genre_scores_gemma":[0.9854406,0.01021791,0.0001239543,0.002419439,0.0001319888,0.0002703708,0.000541598,0.00004323367,0.0008109085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1646093,"threshold_uncertainty_score":0.9999411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1528343984750418,"score_gpt":0.3388593570369544,"score_spread":0.1860249585619126,"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."}}