{"id":"W3204487286","doi":"10.1136/heartjnl-2021-320173","title":"Lipoprotein(a) and aortic stenosis","year":2021,"lang":"en","type":"letter","venue":"Heart","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Cardiology; Stenosis; Population; Aortic valve stenosis; Internal medicine; Epidemiology; Diabetes mellitus; valvular heart disease; Endocrinology; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009944442,0.0005168986,0.0007405166,0.0005317676,0.001669404,0.00119733,0.0006193199,0.01214358,0.004131678],"category_scores_gemma":[0.006481317,0.0002588091,0.0006061641,0.0004262822,0.001261997,0.001273388,0.0003992449,0.01032369,0.003640913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001852788,"about_ca_system_score_gemma":0.001500981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002365776,"about_ca_topic_score_gemma":0.003702657,"domain_scores_codex":[0.9992538,0.0002759004,0.00007106965,0.00007818198,0.0002283554,0.00009262267],"domain_scores_gemma":[0.998588,0.0008366358,0.00009332608,0.00005428575,0.0002218212,0.0002059713],"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":[0.0002568644,0.0002267461,0.005936653,0.0002492733,0.00005407952,0.04091581,0.0002507085,0.0001473007,0.000715221,0.007190671,0.8946674,0.04938913],"study_design_scores_gemma":[0.0004609971,0.0003650594,0.01042221,0.001663087,0.0000921386,0.09001978,0.0007263013,0.001425489,0.0004803533,0.02514097,0.8691339,0.00006968783],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.004830733,0.01452325,0.0002094298,0.9411473,0.02382773,0.00005205316,0.00005325942,0.0000579819,0.01529828],"genre_scores_gemma":[0.06838114,0.01711362,0.0007704,0.7438151,0.1534716,0.0001165518,0.00008145582,0.00003069612,0.01621943],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01214358,"threshold_uncertainty_score":0.01382184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02091301884413251,"score_gpt":0.3184762800936103,"score_spread":0.2975632612494778,"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."}}