{"id":"W4417148842","doi":"10.1016/j.fbio.2025.108065","title":"Decoding the killer mushroom Amanita fuligineoides toxicity: from toxin profiling to organ injury mapping","year":2025,"lang":"en","type":"article","venue":"Food Bioscience","topic":"Silymarin and Mushroom Poisoning","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Toxicity; Mushroom poisoning; Amanita; Toxin; Mushroom; Aspartate transaminase; Liver injury; Acute toxicity; Nephrotoxicity","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001437108,0.0004462784,0.000293308,0.0003664826,0.0002064055,0.0004850312,0.0001808087,0.000388934,0.0007199058],"category_scores_gemma":[0.0002555355,0.000140328,0.0002474227,0.0003073326,0.0002109886,0.0003223588,0.0004520068,0.0006409062,0.000462184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003514894,"about_ca_system_score_gemma":0.0003270544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001528463,"about_ca_topic_score_gemma":0.003719816,"domain_scores_codex":[0.9999083,0.000007098052,0.000004337438,0.00002476826,0.00003789436,0.00001755518],"domain_scores_gemma":[0.9998573,0.00002026905,0.00004122763,0.0000146541,0.00004852551,0.00001804514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003859912,0.00000518822,0.0008864347,0.0000254816,0.000003871338,0.00002496871,0.00001234589,0.0001082791,0.9954861,0.00004517,0.00005491464,0.003308655],"study_design_scores_gemma":[0.000009950716,0.0003064979,0.03831243,0.00002056999,0.00005845835,0.0003478944,0.0002543964,0.003529496,0.9499611,0.0005198677,0.006667073,0.00001224012],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9438237,0.002947348,0.044413,0.0007821516,0.00006018459,0.0001030401,0.003595587,0.000654512,0.003620487],"genre_scores_gemma":[0.963326,0.003632717,0.02287097,0.0003484368,0.00001985756,0.0000580883,0.004250997,0.0001023217,0.005390625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001528463,"threshold_uncertainty_score":0.003039062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02425803560612129,"score_gpt":0.2871564885795308,"score_spread":0.2628984529734095,"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."}}