{"id":"W4414138177","doi":"10.1097/cm9.0000000000003800","title":"Association between gut microbiota and lymphomas: A bidirectional multivariable Mendelian randomization study","year":2025,"lang":"en","type":"article","venue":"Chinese Medical Journal","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mendelian randomization; Confounding; Genome-wide association study; Single-nucleotide polymorphism; Gut flora; Imputation (statistics); Observational study","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":[0.0272952,0.0008539562,0.001323294,0.0005752071,0.0007393204,0.001271543,0.002030721,0.001778936,0.006560423],"category_scores_gemma":[0.08766218,0.0005082244,0.001836502,0.001255858,0.0008443479,0.0007096569,0.0008142393,0.002079821,0.0005398176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003338435,"about_ca_system_score_gemma":0.0008725704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001992167,"about_ca_topic_score_gemma":0.001677135,"domain_scores_codex":[0.9815685,0.01371951,0.0009736998,0.002215865,0.001155624,0.0003668633],"domain_scores_gemma":[0.9261782,0.05732984,0.006799633,0.006389053,0.002552206,0.0007511008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03229115,0.0004679564,0.5589844,0.006154214,0.04588379,0.008012504,0.001134636,0.004782115,0.00306901,0.02194021,0.1714018,0.1458782],"study_design_scores_gemma":[0.01893189,0.00726076,0.3805077,0.005626666,0.08849154,0.01933878,0.0008485575,0.1388277,0.003963474,0.1373751,0.1979758,0.0008521285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5754285,0.05432098,0.2009998,0.1222998,0.02250428,0.001305789,0.01501765,0.001852336,0.006270763],"genre_scores_gemma":[0.9442085,0.003813721,0.02481319,0.01195341,0.01025034,0.0006452548,0.001623861,0.0003104869,0.002381198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0272952,"threshold_uncertainty_score":0.1443526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005384018968717852,"score_gpt":0.2820175874922726,"score_spread":0.2766335685235547,"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."}}