{"id":"W4416540475","doi":"10.1016/j.lddd.2025.100150","title":"The effects of hydrogen-rich water on gut microbiota and related health outcomes: A systematic review","year":2025,"lang":"en","type":"article","venue":"Letters in Drug Design & Discovery","topic":"Hydrogen's biological and therapeutic effects","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Future Vehicle Technologies (Canada)","funders":"","keywords":"Gut flora; Gut bacteria; Systematic review; Gut microbiome; Probiotic; Immune system; Human health; Metagenomics","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":[0.004567688,0.001238859,0.006618499,0.006050403,0.0005303346,0.00238211,0.001385732,0.00177342,0.005017221],"category_scores_gemma":[0.02023362,0.0007248531,0.006152353,0.006467113,0.0006694733,0.001704139,0.001299969,0.0008966553,0.0003105258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001949759,"about_ca_system_score_gemma":0.007799481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006602039,"about_ca_topic_score_gemma":0.01843648,"domain_scores_codex":[0.9968464,0.001032407,0.001148548,0.0002668597,0.0005859198,0.0001198079],"domain_scores_gemma":[0.9864284,0.01034387,0.002069795,0.0001533158,0.000853538,0.0001509541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001711024,0.00001864162,0.0003954407,0.9596019,0.005975141,0.00005400329,0.000100727,0.00006303336,0.0001085932,0.0001773515,0.00106573,0.03226831],"study_design_scores_gemma":[0.0002531168,0.000304243,0.004272035,0.8803809,0.08692942,0.0003515308,0.0002459235,0.00009251192,0.0002340352,0.000392429,0.02650002,0.00004389585],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006542974,0.9985997,0.00007312093,0.0001446578,0.00006529649,0.0001092894,0.0001856023,0.000004308348,0.0001637379],"genre_scores_gemma":[0.008056556,0.9908524,0.0002902522,0.0003401831,0.00005772132,0.0002044487,0.0001162043,0.000002694816,0.00007952349],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006618499,"threshold_uncertainty_score":0.02415651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006788706713179667,"score_gpt":0.2582238881676365,"score_spread":0.2514351814544569,"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."}}