{"id":"W3198517583","doi":"10.1161/circgen.121.003312","title":"Utility of Genetically Predicted Lp(a) (Lipoprotein [a]) and ApoB Levels for Cardiovascular Risk Assessment","year":2021,"lang":"en","type":"article","venue":"Circulation Genomic and Precision Medicine","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital; McGill University Health Centre","funders":"Canadian Institutes of Health Research; Medical Research Council; National Institute for Health and Care Research; Cancer Research UK","keywords":"Medicine; Apolipoprotein B; Lipoprotein(a); Biobank; Internal medicine; Context (archaeology); Prospective cohort study; Lipoprotein; Endocrinology; Cardiology; Cholesterol; Bioinformatics; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01230882,0.0008357052,0.0005550354,0.001746412,0.0002551115,0.001049992,0.0006055436,0.0006835854,0.000854046],"category_scores_gemma":[0.0327086,0.0001713582,0.0007003366,0.0008025018,0.0006905698,0.0005303364,0.0007512269,0.0008532209,0.0004124144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004268393,"about_ca_system_score_gemma":0.0004120525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002364877,"about_ca_topic_score_gemma":0.001971064,"domain_scores_codex":[0.9941802,0.003652041,0.0003160893,0.0008702654,0.0008647612,0.0001165869],"domain_scores_gemma":[0.9768424,0.01392099,0.004280959,0.002369728,0.002007565,0.0005782228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005867213,0.00005005361,0.9825872,0.00003038802,0.0004014806,0.00004491615,0.00006230984,0.001547349,0.0008138132,0.000136967,0.0002210412,0.01351783],"study_design_scores_gemma":[0.00006239374,0.0006254654,0.9711657,0.00005206649,0.0003766415,0.000546321,0.00006323461,0.02366665,0.001423704,0.001093927,0.0008876718,0.0000362324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869187,0.001146169,0.008395919,0.0003017973,0.00003171424,0.00004484751,0.0009219235,0.00007090314,0.002167904],"genre_scores_gemma":[0.9961266,0.0001246024,0.003213614,0.00005646883,0.00001820695,0.00001651951,0.0002961847,0.000009224957,0.0001386189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01230882,"threshold_uncertainty_score":0.06509602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03564621130665246,"score_gpt":0.3004701312611815,"score_spread":0.264823919954529,"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."}}