{"id":"W4387582013","doi":"10.58931/cdet.2023.1315","title":"Lipoprotein (a) in Cardiovascular Risk Assessment and Management in Diabetes Mellitus","year":2023,"lang":"en","type":"article","venue":"Canadian Diabetes & Endocrinology Today","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Lipoprotein(a); Risk factor; Diabetes mellitus; Internal medicine; Disease; Type 2 Diabetes Mellitus; Coronary heart disease; Stroke (engine); Atherosclerotic cardiovascular disease; Family history; Risk assessment; Lipoprotein; Cardiology; Endocrinology; Cholesterol","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002717923,0.0007049883,0.001760579,0.001795177,0.0006041917,0.001494844,0.00110681,0.001534698,0.003006206],"category_scores_gemma":[0.005590334,0.0002300779,0.0005506502,0.002009201,0.0007122274,0.0007669221,0.0007527564,0.003855807,0.00107173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003409681,"about_ca_system_score_gemma":0.007634464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06195155,"about_ca_topic_score_gemma":0.1153143,"domain_scores_codex":[0.9984901,0.0004753275,0.0002400581,0.00007670625,0.0006160104,0.0001017733],"domain_scores_gemma":[0.9974541,0.0008117681,0.0002514515,0.00003779609,0.001115996,0.0003287963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001491036,0.00008311642,0.00141136,0.006917773,0.0001324235,0.0003321411,0.0003080372,0.0002418319,0.0003070729,0.003499347,0.1433333,0.8432844],"study_design_scores_gemma":[0.0001218341,0.0001551119,0.007923622,0.01762762,0.0002499239,0.0009653547,0.0003511165,0.0001809815,0.0001274789,0.003357475,0.9688789,0.0000605914],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0002353712,0.9837087,0.0002375652,0.01039567,0.002077478,0.00001863072,0.0000381951,0.00001906722,0.003269244],"genre_scores_gemma":[0.003361219,0.9870688,0.001469347,0.004550928,0.00197073,0.00003450303,0.00007884621,0.000005200282,0.001460546],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06195155,"threshold_uncertainty_score":0.1231819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01195459978827774,"score_gpt":0.2558774691362255,"score_spread":0.2439228693479478,"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."}}