{"id":"W4416230276","doi":"10.3390/nu17223552","title":"Short-Chain Fatty Acids and Colorectal Cancer: A Systematic Review and Integrative Bayesian Meta-Analysis of Microbiome–Metabolome Interactions and Intervention Efficacy","year":2025,"lang":"en","type":"article","venue":"Nutrients","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colorectal adenoma; Meta-analysis; Colorectal cancer; Ethnic group; Intervention (counseling); Psychological intervention; Web of science; Bayesian probability; MEDLINE","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":[0.01842875,0.002655164,0.01609676,0.01041934,0.0006649373,0.003055714,0.00236995,0.002237374,0.00339859],"category_scores_gemma":[0.05062816,0.001481677,0.02506076,0.009611119,0.000700839,0.002067552,0.001965216,0.001575517,0.0002735922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002525144,"about_ca_system_score_gemma":0.007341106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007007906,"about_ca_topic_score_gemma":0.01605083,"domain_scores_codex":[0.9867935,0.006867537,0.00357754,0.001091687,0.00138593,0.0002837546],"domain_scores_gemma":[0.9708085,0.02304397,0.003484377,0.0007205108,0.001704541,0.0002380181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0007578842,0.00004020778,0.00386645,0.6611516,0.2948532,0.0001120068,0.00012409,0.000761668,0.0002427832,0.0003911228,0.001019989,0.03667897],"study_design_scores_gemma":[0.0003980088,0.0002226956,0.004868358,0.1178079,0.8704774,0.0001552619,0.00008627088,0.0005860153,0.0001484286,0.0006775138,0.004526659,0.00004547387],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001723892,0.9961617,0.0008649186,0.0002991326,0.0000907757,0.0003005796,0.0003704268,0.00001902029,0.0001696301],"genre_scores_gemma":[0.06629768,0.9260144,0.004431694,0.0007667603,0.0002161905,0.001388073,0.0006720781,0.0000253398,0.0001877778],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01842875,"threshold_uncertainty_score":0.09746176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01653373270954961,"score_gpt":0.333613173210795,"score_spread":0.3170794405012454,"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."}}