{"id":"W4412414131","doi":"10.3389/fnut.2025.1608814","title":"Debunking the myth: are soy isoflavones truly a public health concern?","year":2025,"lang":"en","type":"article","venue":"Frontiers in Nutrition","topic":"Phytoestrogen effects and research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"SOY ISOFLAVONES; Isoflavones; Mythology; Health benefits; Business; Environmental health; Medicine; Traditional medicine; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01145419,0.0007021493,0.001307407,0.002052157,0.001851719,0.004563559,0.001535357,0.006669124,0.01017987],"category_scores_gemma":[0.03382636,0.000300647,0.0009219609,0.001711447,0.005674267,0.00959427,0.002739931,0.01076005,0.002665726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002698252,"about_ca_system_score_gemma":0.004294194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006168766,"about_ca_topic_score_gemma":0.005992256,"domain_scores_codex":[0.994831,0.002086388,0.0003861596,0.0007612543,0.001605903,0.0003293213],"domain_scores_gemma":[0.977509,0.01384812,0.002154229,0.0005651307,0.004765693,0.001157842],"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":[0.0004468025,0.000114741,0.009358481,0.007274583,0.0003164003,0.00084364,0.00523404,0.0001845989,0.001383817,0.03235251,0.4311427,0.5113477],"study_design_scores_gemma":[0.00004165102,0.0002306588,0.009280803,0.01343831,0.00026419,0.001217936,0.009462654,0.000196574,0.000636215,0.04751125,0.9176393,0.00008034994],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003357119,0.222818,0.001164406,0.7548932,0.01201017,0.00001555172,0.0005308787,0.00006293176,0.005147786],"genre_scores_gemma":[0.07382689,0.4337921,0.002369827,0.4511386,0.03233864,0.00006727069,0.0008514244,0.0001362995,0.00547898],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01145419,"threshold_uncertainty_score":0.06057632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04365969521710478,"score_gpt":0.3394463027128403,"score_spread":0.2957866074957355,"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."}}