{"id":"W4412522050","doi":"10.1080/03007995.2025.2536607","title":"Diagnostic accuracy of cardiovascular and imaging biomarkers to identify index patients with familial hypercholesterolaemia","year":2025,"lang":"en","type":"article","venue":"Current Medical Research and Opinion","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Internal medicine; Cohort; Intima-media thickness; Population; Cardiology; Carotid arteries","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":[0.001942763,0.0006440246,0.0007358736,0.001199091,0.0003361947,0.001045615,0.000471563,0.0009856584,0.001005639],"category_scores_gemma":[0.01200283,0.0002837943,0.0005186452,0.0004432912,0.0002786581,0.0004525045,0.0005186858,0.0005539981,0.0004474995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002856162,"about_ca_system_score_gemma":0.0001930817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001575901,"about_ca_topic_score_gemma":0.002154118,"domain_scores_codex":[0.9988046,0.0004019869,0.0001832714,0.0002395175,0.0002585262,0.0001122102],"domain_scores_gemma":[0.9956376,0.001648871,0.001129984,0.0004121157,0.0006406967,0.0005307026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002354395,0.00002105395,0.9969842,0.000008341937,0.00004463094,0.00004985764,0.00002763344,0.00004998565,0.0002375499,0.00001148195,0.000090185,0.002239558],"study_design_scores_gemma":[0.00003170344,0.0002022711,0.9966055,0.00001732362,0.00009158919,0.0006336767,0.00006098776,0.001788,0.0002482284,0.00007466407,0.0002396617,0.000006482737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956713,0.001300819,0.0005638193,0.0001636858,0.00003489805,0.00002997449,0.0003098933,0.00002597566,0.001899726],"genre_scores_gemma":[0.9989614,0.0001492355,0.0003844891,0.00005219744,0.00003640717,0.0000117424,0.0002459452,0.000002750065,0.0001557302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001942763,"threshold_uncertainty_score":0.01027447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03401270397466517,"score_gpt":0.4008078921086544,"score_spread":0.3667951881339892,"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."}}