{"id":"W4408786154","doi":"10.1097/mol.0000000000000982","title":"The need for national and international registries of patients with elevated lipoprotein(a)","year":2025,"lang":"en","type":"review","venue":"Current Opinion in Lipidology","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of British Columbia","funders":"","keywords":"Medicine; Lipoprotein(a); Atherosclerotic cardiovascular disease; Intensive care medicine; Risk factor; Population; Disease; Internal medicine; Lipoprotein; Environmental health; Cholesterol","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":[0.006418881,0.000710344,0.002929118,0.003215514,0.0003584301,0.00176539,0.001901678,0.002181709,0.004405995],"category_scores_gemma":[0.01552009,0.0003282339,0.001666083,0.003392773,0.0004533734,0.002906936,0.00126062,0.002383676,0.001681992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00105228,"about_ca_system_score_gemma":0.007548613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002000624,"about_ca_topic_score_gemma":0.002618213,"domain_scores_codex":[0.9967347,0.00140015,0.0008156376,0.0002881364,0.0006293011,0.0001321475],"domain_scores_gemma":[0.9880975,0.005805518,0.00201654,0.0004016537,0.00315383,0.0005248614],"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":[0.00009881202,0.00004586491,0.001407279,0.08113553,0.0004990067,0.0001877535,0.0001412883,0.0001920746,0.0002853299,0.003342715,0.1165977,0.7960667],"study_design_scores_gemma":[0.00006456021,0.00007141034,0.003689206,0.08686727,0.001209848,0.001069694,0.0002634671,0.0001280481,0.0001382961,0.002038663,0.9044237,0.00003580851],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001449308,0.9923868,0.0003368599,0.004851791,0.001282322,0.00004128669,0.0001530541,0.00002275545,0.0007802157],"genre_scores_gemma":[0.001334111,0.9937382,0.001191317,0.002309897,0.0008140204,0.00008068484,0.0002624288,0.000007111702,0.0002622574],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006418881,"threshold_uncertainty_score":0.03394669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07618104060977081,"score_gpt":0.394642693330549,"score_spread":0.3184616527207781,"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."}}