{"id":"W3016323864","doi":"10.1038/s41467-020-15633-x","title":"A fungal pathogen induces systemic susceptibility and systemic shifts in wheat metabolome and microbiome composition","year":2020,"lang":"en","type":"article","venue":"Nature Communications","topic":"Plant-Microbe Interactions and Immunity","field":"Agricultural and Biological Sciences","cited_by":194,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Max-Planck-Gesellschaft; Deutsche Forschungsgemeinschaft; Canadian Institute for Advanced Research","keywords":"Metabolome; Biology; Metabolomics; Microbiome; Fungus; Immune system; Pathogen; Coinfection; Microbiology; Immunology; Botany; Genetics; Bioinformatics","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":[],"consensus_categories":[],"category_scores_codex":[0.0002362225,0.0001254651,0.0002156514,0.00002523995,0.0002953199,0.00008861188,0.0004206364,0.0002128839,0.00001302972],"category_scores_gemma":[0.00004993301,0.00006185412,0.00003701129,0.0003328735,0.00009883449,0.0002007725,0.0003098104,0.0006900042,0.000007820272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003641023,"about_ca_system_score_gemma":0.000009498285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000241881,"about_ca_topic_score_gemma":0.001801781,"domain_scores_codex":[0.9989457,0.0003661379,0.000257687,0.0002254763,0.00006258697,0.0001424138],"domain_scores_gemma":[0.9992632,0.0003049314,0.0000901332,0.000193159,0.0000679647,0.00008060244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00001819654,0.00005664343,0.01238841,0.00002139814,0.00001075602,0.000001023896,0.0003271777,3.389068e-7,0.985407,0.0001580396,0.0001074768,0.001503512],"study_design_scores_gemma":[0.0005114182,0.0002012901,0.9811058,0.0003947996,0.00006851407,0.0004554986,0.003284992,0.0003016811,0.005195976,0.00007723123,0.007914129,0.0004886815],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803269,0.01352735,8.15405e-7,0.005300705,0.00004903286,0.0002909179,0.0003639801,0.00004646823,0.00009386154],"genre_scores_gemma":[0.9977727,0.001290845,0.0001527637,0.0004101388,0.00003161639,0.00001954559,0.0003165673,0.00000113877,0.000004665103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.980211,"threshold_uncertainty_score":0.2997763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02624081315221046,"score_gpt":0.2516338280449165,"score_spread":0.225393014892706,"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."}}