{"id":"W4413094101","doi":"10.1016/j.cjca.2025.08.003","title":"International Validation of Risk Scores for Familial Hypercholesterolemia","year":2025,"lang":"en","type":"editorial","venue":"Canadian Journal of Cardiology","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ezetimibe; Medicine; Familial hypercholesterolemia; PCSK9; Atherosclerotic cardiovascular disease; Internal medicine; LDL receptor; Statin; Cholesterol; Disease; Oncology; Lipoprotein","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.02544611,0.003179988,0.004793006,0.004212473,0.002080079,0.006410569,0.003140114,0.01396774,0.003997912],"category_scores_gemma":[0.05482772,0.001371118,0.003119211,0.001565293,0.002071033,0.002490932,0.001257621,0.01438847,0.002940797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002425227,"about_ca_system_score_gemma":0.004449358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003937877,"about_ca_topic_score_gemma":0.008811659,"domain_scores_codex":[0.9893981,0.003083647,0.002100108,0.000906307,0.00410733,0.0004045164],"domain_scores_gemma":[0.9204078,0.04131502,0.002019495,0.001483506,0.03137431,0.00339981],"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":[0.0001875707,0.00003111515,0.0002165602,0.0004526718,0.0001140086,0.0001546766,0.00002635241,0.00002634098,0.00009118549,0.0002764775,0.9871396,0.01128345],"study_design_scores_gemma":[0.001092571,0.0002461638,0.007668566,0.003054957,0.001212102,0.0007956165,0.0002852151,0.001045907,0.0004815712,0.002073288,0.981915,0.0001290054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001407847,0.007584529,0.0002056011,0.02791583,0.9632745,0.00003224866,0.00009908916,0.00003189406,0.0007154983],"genre_scores_gemma":[0.001748556,0.006547337,0.0005180695,0.02873654,0.9578159,0.00007533986,0.0001417177,0.00004282983,0.00437381],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02544611,"threshold_uncertainty_score":0.1345735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01149793405578166,"score_gpt":0.2758036801386706,"score_spread":0.264305746082889,"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."}}