{"id":"W4406390890","doi":"10.1038/s44358-024-00005-w","title":"Pathogens and planetary change","year":2025,"lang":"en","type":"article","venue":"Nature Reviews Biodiversity","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal","funders":"Wellcome Trust; Johns Hopkins University; National Science Foundation","keywords":"Astrobiology; Biology","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":[0.0002494896,0.00009227201,0.0002813406,0.0000761708,0.000087673,0.000008786931,0.00005348925,0.0001741809,0.0001887454],"category_scores_gemma":[0.00009567047,0.00006878295,0.0000769464,0.0001757259,0.00003276753,0.00004547298,0.00005869762,0.0002930107,0.00007289106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002917951,"about_ca_system_score_gemma":0.0000580856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005619515,"about_ca_topic_score_gemma":0.000008353066,"domain_scores_codex":[0.9994151,0.00004903906,0.000109718,0.0001936315,0.00008721979,0.0001453121],"domain_scores_gemma":[0.9995441,0.0000229961,0.00003668607,0.0001886139,0.00003307352,0.0001745382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007707081,0.00009923977,0.2730169,0.002044121,0.00005027988,0.00006812433,0.0001001552,4.121766e-9,0.000006528755,0.0006851712,0.1877197,0.5361328],"study_design_scores_gemma":[0.0002899546,0.00002936016,0.2437055,0.0001553821,0.0001326216,0.000007556408,0.00002327608,0.000003505571,0.000001327773,0.00002343337,0.7555823,0.0000458071],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1476845,0.7692436,0.00002560906,0.04227721,0.001017976,0.002803081,0.0005926099,0.0001366068,0.0362188],"genre_scores_gemma":[0.4650867,0.3422703,0.002730945,0.1861561,0.0006761951,0.0000278886,0.001093729,0.000009754181,0.001948502],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5678626,"threshold_uncertainty_score":0.2804887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03507289946270262,"score_gpt":0.3135586895414222,"score_spread":0.2784857900787196,"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."}}