{"id":"W6964832331","doi":"10.3389/fmicb.2024.1356437.s006","title":"Image_4_Causal relationships of gut microbiota, plasma metabolites, and metabolite ratios with diffuse large B-cell lymphoma: a Mendelian randomization study.jpeg","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Plant Ecology and Soil Science","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mendelian randomization; Metabolite; Metabolomics; Genome-wide association study; Single-nucleotide polymorphism; Epidemiology; Metabolome; Causal inference","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002565665,0.0003268126,0.0004810985,0.0001709785,0.0001250306,0.00006774705,0.0002801194,0.0002538111,0.04784534],"category_scores_gemma":[0.0002089885,0.0002520006,0.00005785245,0.0004323029,0.00006713522,0.0001881838,0.0002553118,0.000215284,0.003007928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004438011,"about_ca_system_score_gemma":0.00004711338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007723568,"about_ca_topic_score_gemma":0.001716638,"domain_scores_codex":[0.9982265,0.0002262325,0.0003019242,0.0006335415,0.0002920329,0.0003197843],"domain_scores_gemma":[0.9991174,0.0001353197,0.0002899627,0.0003245742,0.00001514086,0.0001176033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001086502,0.001165391,0.001951285,0.0002226807,0.0001368455,0.00006517359,0.0009793263,0.00001644048,0.001005748,0.00002940559,0.99414,0.0001790226],"study_design_scores_gemma":[0.02252807,0.0001716411,0.01913256,0.0008330765,0.0006358627,0.00007584075,0.0003976011,0.0009472141,0.0006462947,0.00006916474,0.9534916,0.00107112],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01280908,0.006720277,0.00003250198,0.00009948998,0.000323154,0.004409924,0.4232608,0.0004417388,0.5519031],"genre_scores_gemma":[0.2881812,0.0001584784,0.001457891,0.0001765685,0.00015773,0.000672134,0.04876822,0.0004878732,0.6599399],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3744926,"threshold_uncertainty_score":0.9999932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01200207841861016,"score_gpt":0.2099352726654458,"score_spread":0.1979331942468356,"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."}}