{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004265633,0.0001725949,0.0003115236,0.0006046105,0.0004475634,0.0003433466,0.0003272981,0.00294445,0.01234928],"category_scores_gemma":[0.005355129,0.0001209383,0.0002415064,0.0009014532,0.0002556735,0.0003453138,0.0002806254,0.001384365,0.002608158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000848643,"about_ca_system_score_gemma":0.0004146992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008409236,"about_ca_topic_score_gemma":0.01572224,"domain_scores_codex":[0.9993939,0.0002333155,0.00007126451,0.00007399532,0.000134789,0.00009281092],"domain_scores_gemma":[0.9967691,0.001944591,0.0003861893,0.0001021828,0.0006143888,0.0001835294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000950209,0.0001186033,0.2012825,0.0003579085,0.00004488469,0.01087164,0.0006862873,0.0002827764,0.001259747,0.0008211716,0.7263307,0.05699364],"study_design_scores_gemma":[0.0002532288,0.000738241,0.7595591,0.0005513297,0.0001109134,0.01267486,0.002024089,0.001126284,0.0009275777,0.001739797,0.2202313,0.00006324022],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2344141,0.004648512,0.0004346383,0.6453744,0.01232146,0.00008965228,0.0129456,0.0002043007,0.08956736],"genre_scores_gemma":[0.7750813,0.004665123,0.0007087663,0.1660751,0.02124902,0.0001682586,0.002775229,0.00006734265,0.02920976],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01234928,"threshold_uncertainty_score":0.04131246,"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."}}