{"id":"W4388093733","doi":"10.1101/2023.10.30.23297662","title":"Mendelian Randomization Study of Whole Blood Viscosity and Cardiovascular Diseases","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Health and Social Care; National Institute for Health and Care Research; Canadian Institute of Steel Construction","keywords":"Mendelian randomization; Medicine; Internal medicine; Myocardial infarction; Cardiology; Demography; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01322169,0.0007662347,0.001276994,0.001110389,0.0005630321,0.000707518,0.000854449,0.0008676444,0.002717075],"category_scores_gemma":[0.03571497,0.0004137651,0.001129324,0.001343287,0.0008390057,0.0003874146,0.0004688096,0.0005846574,0.0001997308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004286749,"about_ca_system_score_gemma":0.000802628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002051783,"about_ca_topic_score_gemma":0.0008397351,"domain_scores_codex":[0.9737548,0.02006139,0.0009022065,0.002773268,0.001879498,0.0006289032],"domain_scores_gemma":[0.9829155,0.0104397,0.002952432,0.002874303,0.0004648535,0.0003531988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03446962,0.000604495,0.8700472,0.0004432492,0.01072964,0.004253324,0.0007665448,0.00432983,0.007896495,0.01831038,0.003244692,0.04490442],"study_design_scores_gemma":[0.01043027,0.01151986,0.8240369,0.0002325146,0.007435034,0.01029807,0.0004019677,0.09406929,0.004564947,0.03004792,0.006734899,0.0002283215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9581264,0.001375903,0.03690922,0.0004883325,0.0001753489,0.0005154298,0.0009258198,0.0002187161,0.001264935],"genre_scores_gemma":[0.988247,0.0001821483,0.0103032,0.0001187894,0.00004608854,0.0003644718,0.0002842154,0.00002402466,0.0004301087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01322169,"threshold_uncertainty_score":0.06992382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02316225065716802,"score_gpt":0.2569460200685099,"score_spread":0.2337837694113419,"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."}}