{"id":"W2129196986","doi":"10.3201/eid1407.070602","title":"Anthropogenic Influence on Prevalence of 2 Amphibian Pathogens","year":2008,"lang":"en","type":"letter","venue":"Emerging infectious diseases","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"Natural Sciences and Engineering Research Council of Canada; Natural Environment Research Council; Sight Research UK","keywords":"Amphibian; Biology; Environmental health; Medicine; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001075463,0.0005394953,0.0008730164,0.0004978137,0.0002258334,0.00002359118,0.000233655,0.0004337131,0.001522056],"category_scores_gemma":[0.0007085786,0.0004976143,0.0006179843,0.0004674042,0.0003863856,0.000108905,0.00007276017,0.0009855011,0.0001323368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002172329,"about_ca_system_score_gemma":0.001243606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001646716,"about_ca_topic_score_gemma":0.000003319446,"domain_scores_codex":[0.996721,0.0001879608,0.000636258,0.0007718511,0.0009511174,0.000731822],"domain_scores_gemma":[0.9973869,0.0002532934,0.0004709579,0.001089277,0.0003375895,0.0004620231],"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":[0.00009180976,0.0007312173,0.1653701,0.00865398,0.0003359429,0.001477991,0.000122731,0.0001654002,0.00001739525,0.00004129243,0.8178934,0.005098686],"study_design_scores_gemma":[0.001886963,0.001865036,0.280454,0.003285633,0.001691349,0.0004008836,0.00003290387,0.00007672134,0.00003416527,0.0001496414,0.709098,0.001024641],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7724181,0.006899072,0.00004594215,0.1992854,0.002040802,0.002514427,0.002935581,0.00100446,0.01285618],"genre_scores_gemma":[0.6463638,0.004426669,0.0000251031,0.3430208,0.003383801,0.0001019386,0.0005269607,0.0001612059,0.001989705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1437354,"threshold_uncertainty_score":0.9997476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01385733821331179,"score_gpt":0.2853094573493498,"score_spread":0.271452119136038,"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."}}