{"id":"W3037400243","doi":"10.1111/zph.12748","title":"City sanitation and socioeconomics predict rat zoonotic infection across diverse neighbourhoods","year":2020,"lang":"en","type":"article","venue":"Zoonoses and Public Health","topic":"Leptospirosis research and findings","field":"Immunology and Microbiology","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Wildlife Federation; University of British Columbia","funders":"Grant Healthcare Foundation","keywords":"Sanitation; Geography; Environmental health; Socioeconomics; Biology; Veterinary medicine; Medicine; Sociology; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004071235,0.0001221514,0.0002233726,0.00004250169,0.0005914523,0.0001298353,0.00006627016,0.0001509215,0.0002624588],"category_scores_gemma":[0.0002073603,0.0001139473,0.00003736,0.00009309331,0.000221964,0.0003449082,0.0001260283,0.0003045685,0.00007042679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006872377,"about_ca_system_score_gemma":0.0001808842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001091773,"about_ca_topic_score_gemma":0.0001805415,"domain_scores_codex":[0.9988053,0.0001512787,0.0002227142,0.0002908616,0.0000280928,0.0005017095],"domain_scores_gemma":[0.9994467,0.0001074571,0.0001091549,0.00008194701,0.00004223647,0.0002125009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001082527,0.0001186559,0.7598333,0.0002198877,0.0001252807,0.000001332157,0.01173944,0.000001282839,0.001291437,0.003095824,0.008198465,0.2152668],"study_design_scores_gemma":[0.003241211,0.001755974,0.756653,0.00002109779,0.00001336703,0.00002657318,0.004527681,0.0002195238,0.0002778359,0.00035729,0.2325648,0.0003416278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834436,0.001060565,0.0005313658,0.01414395,0.0002235694,0.0002448947,0.00008627686,0.00006735609,0.0001984446],"genre_scores_gemma":[0.9946356,0.002057718,0.00004218886,0.002958262,0.00008217758,0.00001017466,0.0001281765,0.000009577545,0.00007609352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2243664,"threshold_uncertainty_score":0.4646637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06386248201308764,"score_gpt":0.3120199132289465,"score_spread":0.2481574312158589,"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."}}