{"id":"W4404359006","doi":"10.1161/circ.150.suppl_1.4144876","title":"Abstract 4144876: Genetic evaluation of metabolic signatures associated with lipid-lowering medications","year":2024,"lang":"en","type":"article","venue":"Circulation","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pharmacology; Bioinformatics; Internal medicine","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":[0.004595482,0.0008581018,0.00102709,0.001462549,0.000430282,0.0008064685,0.0008060997,0.0008093535,0.007971654],"category_scores_gemma":[0.01077928,0.0002740959,0.001504536,0.002812243,0.0004271535,0.0003624326,0.0005511456,0.000600137,0.0006744543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003330561,"about_ca_system_score_gemma":0.0006627204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003295192,"about_ca_topic_score_gemma":0.001800527,"domain_scores_codex":[0.9950563,0.003006596,0.0004233998,0.0007335758,0.0006318347,0.0001483325],"domain_scores_gemma":[0.9924803,0.004079712,0.001925839,0.0007354142,0.0004604064,0.0003183954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01695069,0.0002454118,0.9184732,0.0008946304,0.01002277,0.0008912846,0.0001708742,0.001483825,0.01118373,0.0008831568,0.003702993,0.0350973],"study_design_scores_gemma":[0.0009908454,0.001698643,0.9767179,0.00014282,0.006199994,0.001678081,0.00008959106,0.003658464,0.003192463,0.001529839,0.004058555,0.00004285429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9653094,0.005102365,0.01023966,0.001102034,0.0002015553,0.0001823098,0.01419795,0.0002776478,0.003387011],"genre_scores_gemma":[0.986398,0.0006376637,0.008206488,0.0001915937,0.0001482904,0.0001897797,0.003048736,0.00006779077,0.00111155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007971654,"threshold_uncertainty_score":0.02666783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03473680758821227,"score_gpt":0.3160375104033052,"score_spread":0.2813007028150929,"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."}}