{"id":"W7128022003","doi":"10.1093/eurheartj/ehaf784.3504","title":"Age and risk scores for detecting coronary artery calcification in heterozygous familial hypercholesterolemia","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":"","funders":"","keywords":"Familial hypercholesterolemia; Framingham Risk Score; Receiver operating characteristic; Logistic regression; Coronary artery disease; Risk assessment; Atherosclerotic cardiovascular disease; Intima-media thickness; Odds ratio","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001210828,0.0003565775,0.0002767887,0.001624167,0.0001979506,0.0004137844,0.0002130766,0.0004020168,0.001531319],"category_scores_gemma":[0.00424999,0.0001255342,0.0003839746,0.0006596715,0.0001489773,0.0002725205,0.0003262933,0.0002317218,0.0002646819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002238919,"about_ca_system_score_gemma":0.0002093475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003135478,"about_ca_topic_score_gemma":0.002859972,"domain_scores_codex":[0.9994488,0.0002426557,0.00006407534,0.00007946171,0.0001133138,0.00005168947],"domain_scores_gemma":[0.9980164,0.0005614294,0.0008469597,0.00008282023,0.0002461639,0.0002462693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001137283,0.000008179611,0.9985737,0.000003173215,0.0000270845,0.00003375079,0.0000162838,0.00003838772,0.0000921578,0.00001201093,0.00005284527,0.001028663],"study_design_scores_gemma":[0.00001310066,0.0001347897,0.9985809,0.000004531179,0.00003879656,0.0003107737,0.00004361623,0.0006263236,0.00007658567,0.000045333,0.0001215294,0.000003772146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987347,0.0002900088,0.0002773969,0.00003443663,0.000009138009,0.000008677597,0.0001916737,0.000007536942,0.0004464962],"genre_scores_gemma":[0.9993497,0.00004699736,0.0003216969,0.000007220757,0.000009350138,0.000005893129,0.0001488055,0.000001659278,0.0001087521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003135478,"threshold_uncertainty_score":0.006403506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03397648583010049,"score_gpt":0.3004195732968153,"score_spread":0.2664430874667149,"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."}}