{"id":"W4386945049","doi":"10.3201/eid2910.221899","title":"One Health Approach to Globalizing, Accelerating, and Focusing Amphibian and Reptile Disease Research—Reflections and Opinions from the First Global Amphibian and Reptile Disease Conference","year":2023,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Geological Survey; Division of Environmental Biology; Tennessee Tech University; Nature Conservancy; Environment and Climate Change Canada; Division of Integrative Organismal Systems; Institute of Agriculture, University of Tennessee; Tennessee Wildlife Resources Agency; National Science Foundation","keywords":"Amphibian; Biodiversity; Disease; Biology; Ecology; Environmental resource management; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0004139074,0.0003080956,0.0003117427,0.00009756399,0.002669066,0.0003908123,0.0001904542,0.00007555947,0.0001073846],"category_scores_gemma":[0.0004901176,0.0002683785,0.00006127873,0.000779569,0.001145661,0.0002757511,0.0008750228,0.0002155558,0.00003121033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002146047,"about_ca_system_score_gemma":0.0001140131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004308892,"about_ca_topic_score_gemma":0.005098299,"domain_scores_codex":[0.9970436,0.000330977,0.000347528,0.001154395,0.0003894104,0.0007341286],"domain_scores_gemma":[0.9977318,0.000217315,0.0001226735,0.0005194369,0.00003396311,0.00137482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007495451,0.0002203362,0.9711128,0.00007992179,0.00004742446,0.00001069416,0.001356933,0.000203828,0.00006425268,0.001323002,0.01658564,0.008920169],"study_design_scores_gemma":[0.0004676853,0.0001306678,0.9836509,0.0001586133,0.00005531678,0.00001090855,0.0008658038,0.001543832,0.000001949228,0.002551015,0.01022774,0.0003355228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821115,0.0019058,0.000250828,0.01048669,0.0002182636,0.001177321,0.0008244251,0.0003995652,0.002625671],"genre_scores_gemma":[0.9970128,0.0009917503,0.0002399433,0.001065689,0.0002413081,0.0001443447,0.0001437648,0.00003003593,0.0001303415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01490139,"threshold_uncertainty_score":0.9999768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07403639869821575,"score_gpt":0.3422274783204803,"score_spread":0.2681910796222646,"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."}}