{"id":"W4415615868","doi":"10.1016/j.cjcpc.2025.10.006","title":"Lipid Screening for Cardiovascular Risk in Youth: A Narrative Review of Current Guidelines and Potential Use of Nonfasting Measures","year":2025,"lang":"en","type":"article","venue":"CJC Pediatric and Congenital Heart Disease","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta; Canadian Institutes of Health Research; Women and Children's Health Research Institute; Children's Health Research Institute; Heart and Stroke Foundation of Canada","keywords":"Dyslipidemia; Narrative review; Biomarker; MEDLINE; Risk factor; Identification (biology); Risk assessment","routes":{"ca_aff":true,"ca_fund":true,"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":[0.008458163,0.001071241,0.003275261,0.01467042,0.0006972835,0.002937898,0.002198819,0.00232507,0.004423804],"category_scores_gemma":[0.03869663,0.0008062538,0.003240477,0.01578518,0.001082347,0.003575379,0.001476666,0.00185755,0.0008438174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003655408,"about_ca_system_score_gemma":0.01292522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008431978,"about_ca_topic_score_gemma":0.01814929,"domain_scores_codex":[0.9942065,0.001665231,0.002538611,0.0003919856,0.001025245,0.0001723686],"domain_scores_gemma":[0.9637538,0.02713613,0.004704303,0.0002959474,0.003795979,0.0003138336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001176404,0.00003056028,0.0009219794,0.7041087,0.0007016049,0.0002176947,0.001036202,0.0001415267,0.0001768067,0.002679838,0.02335575,0.2665117],"study_design_scores_gemma":[0.00003673869,0.00005270018,0.001754233,0.8781133,0.002173868,0.0003579962,0.0004453005,0.0000568237,0.00006876166,0.0007527227,0.1161617,0.00002583433],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001795627,0.9976936,0.00009640198,0.001201755,0.0001965745,0.0000563073,0.0001483251,0.000005692734,0.0004218891],"genre_scores_gemma":[0.001243789,0.9969417,0.0004608237,0.0009177111,0.0001190446,0.0001193603,0.0001149559,0.00000335041,0.00007923487],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01467042,"threshold_uncertainty_score":0.04473162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07666739985008048,"score_gpt":0.3532582450794157,"score_spread":0.2765908452293352,"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."}}