{"id":"W4406336518","doi":"10.1093/eurheartj/ehae791","title":"Overweight, obesity, and cardiovascular disease in heterozygous familial hypercholesterolaemia: the EAS FH Studies Collaboration registry","year":2025,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"NIHR Clinical Research Network North West London; NIHR Imperial Biomedical Research Centre; MPN Stichting; Ministerio de Universidades; Wyższa Szkoła Informatyki i Zarzadzania z siedziba w Rzeszowie; Ministry of Higher Education, Malaysia; Department of Health and Social Care; Universiti Teknologi MARA; Ministry of Higher Education; National Institute for Health and Care Research; Universidad de Sevilla","keywords":"Medicine; Overweight; Odds ratio; Body mass index; Obesity; Confidence interval; Internal medicine; Coronary artery disease; Population; Pediatrics; Environmental health","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":[0.002515682,0.0003731878,0.0008931021,0.00183199,0.0005036358,0.0009060679,0.0005726036,0.0005542862,0.001002482],"category_scores_gemma":[0.003292599,0.0003926999,0.000554128,0.00326401,0.0001581775,0.0005784878,0.0008453795,0.000377725,0.0002591632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00035484,"about_ca_system_score_gemma":0.0007400556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01432329,"about_ca_topic_score_gemma":0.02191989,"domain_scores_codex":[0.9981706,0.0005488024,0.0004550459,0.0004304029,0.0002360977,0.0001590709],"domain_scores_gemma":[0.9968458,0.0003171829,0.001586784,0.0004675235,0.0004190701,0.000363533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002747454,0.00001542438,0.9960619,0.00008458448,0.0003145763,0.0001168929,0.00006288514,0.00003812405,0.0001100515,0.00003929941,0.001638113,0.001243339],"study_design_scores_gemma":[0.00006165998,0.00004561475,0.998162,0.00006327432,0.0002224257,0.0003253018,0.00009320018,0.00005500652,0.0000395387,0.00002462466,0.0008990587,0.000008335011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9611049,0.004605006,0.0003427436,0.0001908063,0.00003153131,0.00009880254,0.03178734,0.00002644412,0.001812543],"genre_scores_gemma":[0.9691671,0.001760946,0.000556599,0.0001547369,0.00006282298,0.0002067089,0.02771375,0.00001541377,0.0003618232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01432329,"threshold_uncertainty_score":0.02847987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03182069886406397,"score_gpt":0.3057024532608731,"score_spread":0.2738817543968091,"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."}}