{"id":"W4386090741","doi":"10.1093/eurheartj/ehad472","title":"Women, lipids, and atherosclerotic cardiovascular disease: a call to action from the European Atherosclerosis Society","year":2023,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":209,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"Esperion Therapeutics; Mylan; Amryt Pharma; Amarin Corporation; Regeneron Pharmaceuticals; European Society of Cardiology; Daiichi Sankyo Europe; Silence Therapeutics; European Commission; Sanofi; AstraZeneca; Servier; National Heart, Lung, and Blood Institute; Pfizer; Amgen","keywords":"Medicine; Disease; Polycystic ovary; Atherosclerotic cardiovascular disease; Diabetes mellitus; Internal medicine; Pregnancy; Menopause; Obesity; Endocrinology; Insulin resistance","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":[0.0057275,0.0002468761,0.0004250908,0.00005822113,0.0006887775,0.0002170894,0.0001842642,0.00003276915,0.00005687455],"category_scores_gemma":[0.0001828021,0.0001686402,0.0009046708,0.0004160121,0.0000796497,0.000105835,0.0002033074,0.0006197556,0.0007205348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001599346,"about_ca_system_score_gemma":0.00009427492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006344517,"about_ca_topic_score_gemma":0.000001939595,"domain_scores_codex":[0.9961712,0.001568482,0.0003358839,0.0004506032,0.0008850371,0.0005887723],"domain_scores_gemma":[0.997875,0.00006596078,0.0000652946,0.0009106476,0.0000985289,0.0009845286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004576395,0.0003681965,0.1332433,0.0004080302,0.008442476,0.0008694638,0.02301742,0.001359191,0.02278217,0.00001795412,0.3150344,0.4939997],"study_design_scores_gemma":[0.0009341663,0.000120736,0.6952705,0.0002008762,0.0001960671,0.00013005,0.0005219982,0.00005262938,0.0000201783,0.000007769056,0.3024024,0.000142702],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907061,0.00215332,0.0007279622,0.004534711,0.0005188605,0.0005597265,0.00002470902,0.0001994511,0.0005751078],"genre_scores_gemma":[0.9849175,0.003803219,0.0004522771,0.00401781,0.005907807,0.00001635343,0.00001360175,0.0001662099,0.0007052729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5620272,"threshold_uncertainty_score":0.9261258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06812005930300254,"score_gpt":0.2757782448173607,"score_spread":0.2076581855143582,"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."}}