{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002167525,0.0001699771,0.0004246742,0.00004968667,0.00003823004,0.00003123107,0.00001511495,0.0002458535,0.0003844048],"category_scores_gemma":[0.00002298554,0.0001463123,0.0006327142,0.00005996611,0.00002976795,0.00001556728,0.00003628249,0.0003815793,0.0001246025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003890919,"about_ca_system_score_gemma":0.00008601549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001159122,"about_ca_topic_score_gemma":2.989043e-7,"domain_scores_codex":[0.999087,0.00002881439,0.0001192347,0.0003092644,0.0002456197,0.0002101082],"domain_scores_gemma":[0.9994478,0.00002694653,0.00002531075,0.0003413295,0.00005329372,0.0001053508],"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":[0.00001057722,0.0000389655,0.0631999,0.0003610825,0.0005888897,0.0007279878,0.000009814034,8.448619e-9,0.00001287191,8.219673e-7,0.9331573,0.001891741],"study_design_scores_gemma":[0.0005596328,0.00009161593,0.3004617,0.0002845446,0.001399964,0.0000630131,0.000008750415,9.964468e-7,0.00003114714,0.00001518997,0.6969516,0.0001318436],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1817207,0.00752701,0.000001256357,0.8056396,0.0004315965,0.0007473849,0.000118677,0.00007727246,0.003736472],"genre_scores_gemma":[0.03564073,0.0003712726,0.0001741801,0.948239,0.003120774,0.0001169313,0.000835517,0.00007450209,0.0114271],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2372618,"threshold_uncertainty_score":0.5966443,"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."}}