{"id":"W4409036851","doi":"10.1016/j.ajpc.2025.100978","title":"Recognition and management of persistent chylomicronemia: A joint expert clinical consensus by the National Lipid Association and the American Society for Preventive Cardiology","year":2025,"lang":"en","type":"article","venue":"American Journal of Preventive Cardiology","topic":"Lipid metabolism and disorders","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université du Québec à Chicoutimi","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; Johns Hopkins University; American Heart Association","keywords":"Medicine; Internal medicine; Family medicine","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":[0.01693534,0.001520853,0.003376274,0.004803601,0.001720434,0.003725744,0.006904652,0.007862102,0.002908162],"category_scores_gemma":[0.02343108,0.0006886235,0.003010905,0.002319675,0.001451705,0.003362474,0.003631891,0.01115245,0.003155354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002312796,"about_ca_system_score_gemma":0.01026041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004871265,"about_ca_topic_score_gemma":0.004883584,"domain_scores_codex":[0.9928796,0.001876716,0.00213883,0.0006657002,0.001924917,0.0005143399],"domain_scores_gemma":[0.98033,0.003877583,0.001290983,0.0005555183,0.01147834,0.002467647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001491222,0.0002214776,0.005030177,0.004650268,0.0002675313,0.001087343,0.0006443577,0.0008729162,0.0008461126,0.003364754,0.3305389,0.6523271],"study_design_scores_gemma":[0.0003257891,0.0002473338,0.02202683,0.05337748,0.0009658525,0.008183836,0.002374125,0.003670154,0.0009389134,0.01943782,0.8881884,0.0002633947],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004532746,0.5206145,0.02932195,0.3926872,0.02992946,0.001186639,0.0009277512,0.0008440427,0.01995583],"genre_scores_gemma":[0.04895133,0.7217399,0.09212496,0.08278167,0.03843991,0.002702377,0.004883415,0.000427867,0.007948593],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01693534,"threshold_uncertainty_score":0.08956373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03169498520776705,"score_gpt":0.3289214265827953,"score_spread":0.2972264413750283,"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."}}