{"id":"W4296833020","doi":"10.1002/mlf2.12036","title":"Assessing global fungal threats to humans","year":2022,"lang":"en","type":"review","venue":"mLife","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Population; Agriculture; Environmental health; Geography; Biology; Environmental resource management; Ecology; Biotechnology; Environmental planning; Environmental science; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001251731,0.0003345406,0.0006022843,0.00004019198,0.0001698805,0.0001035052,0.000373837,0.0001957709,0.0002484034],"category_scores_gemma":[0.0000715616,0.0003004851,0.0004437229,0.0001642445,0.00002040643,0.000002810384,0.000365019,0.0001316191,0.00008354196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000644777,"about_ca_system_score_gemma":0.0003399781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005637372,"about_ca_topic_score_gemma":0.00001211054,"domain_scores_codex":[0.9984794,0.0001334112,0.0002841742,0.0005783918,0.000202893,0.0003217792],"domain_scores_gemma":[0.9991832,0.00001597027,0.0001124926,0.0004590609,0.00001830298,0.0002109531],"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":[0.00001058981,0.00009230331,0.0001593053,0.001545792,0.0001866916,0.0001432223,0.000003192361,0.000003489133,0.0002308027,0.00007682564,0.01753481,0.980013],"study_design_scores_gemma":[0.00005627556,0.00008367047,0.0001237276,0.0003686702,0.0002731966,0.0000727438,0.00001020702,2.612493e-7,0.000002959342,0.000006724474,0.9986451,0.000356496],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00014641,0.9873732,0.00007966669,0.000006893902,0.0003424991,0.0003154278,0.004865309,0.00002223192,0.006848318],"genre_scores_gemma":[0.00005906262,0.9949703,0.0001364566,0.0003190813,0.0006432784,0.0001202463,0.002890546,0.00003922079,0.000821849],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9811103,"threshold_uncertainty_score":0.9999447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08830306689683225,"score_gpt":0.37991744739516,"score_spread":0.2916143804983278,"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."}}