{"id":"W4413104626","doi":"10.1093/eurjpc/zwaf498","title":"Genetically predicted iron status and cardiovascular function and structure: a Mendelian randomization study","year":2025,"lang":"en","type":"article","venue":"European Journal of Preventive Cardiology","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill Genome Centre","funders":"","keywords":"Medicine; Mendelian randomization; Iron status; Randomization; Mendelian inheritance; Genetics; Internal medicine; Randomized controlled trial; Gene; Genetic variants; Iron deficiency; Anemia","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001476259,0.0001376254,0.0004248769,0.0001054643,0.0000828906,0.00001454536,0.00008472335,0.00007235711,0.000004739205],"category_scores_gemma":[0.000513923,0.0001172775,0.0001533118,0.0000805325,0.0001047669,0.00000466452,0.0001310985,0.0001354174,3.385411e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001177311,"about_ca_system_score_gemma":0.00005363733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002301233,"about_ca_topic_score_gemma":0.000002851158,"domain_scores_codex":[0.9964275,0.002593921,0.0004402026,0.0002708753,0.00008344778,0.0001840829],"domain_scores_gemma":[0.9992625,0.00004181065,0.0001921789,0.0001860046,0.0002405577,0.000076939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002050245,0.0001299835,0.8368075,0.00004989743,0.008787177,0.00005499585,0.0003355893,0.007223606,0.06395615,0.0001157822,0.003303228,0.07718585],"study_design_scores_gemma":[0.005632235,0.001380033,0.9849099,0.00001243812,0.0007158303,0.0000598232,0.0003631894,0.00003662748,0.0001054978,0.0003290131,0.006342788,0.0001126367],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9232813,0.006815471,0.0686645,0.00005706041,0.0003228018,0.0002669726,0.00001360135,0.000003696646,0.0005745614],"genre_scores_gemma":[0.9973018,0.001486434,0.0007764779,0.0000899324,0.0002254237,0.000002625897,0.00002247021,0.00001287073,0.00008203054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1481024,"threshold_uncertainty_score":0.4782439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00551602546219795,"score_gpt":0.2259322529230314,"score_spread":0.2204162274608334,"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."}}