{"id":"W7127891376","doi":"10.1093/eurheartj/ehaf784.3710","title":"Design and initial results of the Canadian lipoprotein(a) registry","year":2025,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of British Columbia","funders":"","keywords":"Ezetimibe; Observational study; Disease registry; Risk factor; Patient registry; Disease; Atherosclerotic cardiovascular disease","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":[0.01328197,0.001218882,0.0009291411,0.003074814,0.004716001,0.002749707,0.002523267,0.0009505271,0.006778426],"category_scores_gemma":[0.01792397,0.0007811505,0.001071284,0.00719793,0.001125127,0.0008091867,0.002632007,0.0008837571,0.002123507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03927836,"about_ca_system_score_gemma":0.08684964,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9258708,"about_ca_topic_score_gemma":0.9334865,"domain_scores_codex":[0.9850705,0.00328509,0.001032496,0.001975594,0.005569826,0.003066604],"domain_scores_gemma":[0.983699,0.001197967,0.00147442,0.00144129,0.009488292,0.002698994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004176266,0.001438065,0.8789479,0.0004975372,0.0003024576,0.0006745067,0.002714146,0.001539184,0.0007479795,0.003285479,0.06500714,0.04066933],"study_design_scores_gemma":[0.001818672,0.001490128,0.9335244,0.0003104944,0.0003231157,0.0003470137,0.00251138,0.001684977,0.0006210693,0.0005272619,0.05666477,0.0001767542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6911746,0.001872045,0.007024769,0.003769985,0.000278719,0.05446323,0.2042024,0.0004038523,0.0368104],"genre_scores_gemma":[0.7883629,0.001701346,0.02502989,0.004553628,0.0003926637,0.0517271,0.115066,0.0002413105,0.01292518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07412922,"threshold_uncertainty_score":0.2849858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03893671998981225,"score_gpt":0.2944920884872352,"score_spread":0.2555553684974229,"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."}}