{"id":"W3184337157","doi":"10.1128/spectrum.00254-21","title":"Mycobiome Traits Associated with Disease Tolerance Predict Many Western North American Bat Species Will Be Susceptible to White-Nose Syndrome","year":2021,"lang":"en","type":"article","venue":"Microbiology Spectrum","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Geological Survey; Natural Sciences and Engineering Research Council of Canada; U.S. Fish and Wildlife Service; Government of Canada; U.S. Department of the Interior","keywords":"Biology; Wildlife disease; Population; Ecology; Zoology; Wildlife; Fungus; Demography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002509269,0.0002384983,0.0001190719,0.0003702019,0.0003068007,0.0003865174,0.00009606961,0.0002711373,0.003139967],"category_scores_gemma":[0.0005242859,0.00008973742,0.0001528973,0.0002343496,0.0002360658,0.0003367978,0.0001966555,0.0003107616,0.0003611698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001087752,"about_ca_system_score_gemma":0.00009987288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002366849,"about_ca_topic_score_gemma":0.006267318,"domain_scores_codex":[0.9999121,0.00002246118,0.000007089933,0.0000277427,0.00001335285,0.00001730053],"domain_scores_gemma":[0.9994451,0.00008107595,0.000273235,0.00002044981,0.00004928774,0.0001308294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004715047,0.00004080977,0.992968,0.000004400462,0.0000169311,0.00004367802,0.00009264926,0.000089323,0.005427116,0.00001798848,0.00004640367,0.001205519],"study_design_scores_gemma":[6.553622e-7,0.00003969238,0.9993379,0.000001776124,0.000004656719,0.0000710391,0.0001437661,0.000185095,0.0001452327,0.00001801305,0.00005125443,8.813414e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993913,0.000038783,0.00007241233,0.00002029012,0.000001131197,0.000002900421,0.00004893714,0.000001799141,0.0004224025],"genre_scores_gemma":[0.9996361,0.0000223457,0.00008232235,0.00001219264,0.000001494605,0.000002263747,0.00007324772,9.795207e-7,0.0001691195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003139967,"threshold_uncertainty_score":0.01050425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009449509628890676,"score_gpt":0.1875523993399058,"score_spread":0.1781028897110151,"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."}}