{"id":"W4409016107","doi":"10.1016/j.jacl.2025.03.012","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":"Journal of clinical lipidology","topic":"Lipid metabolism and disorders","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"National Human Genome Research Institute; National Heart, Lung, and Blood Institute; National Institutes of Health; Public Health Agency of Canada; Université du Québec à Chicoutimi; Johns Hopkins University; American Heart Association","keywords":"Medicine; Association (psychology); Family medicine; Internal medicine; Intensive care medicine","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":[0.01539357,0.001420246,0.003013045,0.004367266,0.001611325,0.003600967,0.006006754,0.007709938,0.002374229],"category_scores_gemma":[0.02240129,0.0006443402,0.002513556,0.002230067,0.001400197,0.002863668,0.003144545,0.01059909,0.002855009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002245933,"about_ca_system_score_gemma":0.00858355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004310568,"about_ca_topic_score_gemma":0.005032949,"domain_scores_codex":[0.9933441,0.001867823,0.002015928,0.0006031567,0.001719942,0.0004490589],"domain_scores_gemma":[0.981346,0.003512902,0.001384083,0.0005261787,0.01087783,0.002353102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001519388,0.0002002406,0.005079882,0.003599082,0.0002455726,0.001282805,0.0006370049,0.0008821486,0.0008405945,0.002734738,0.3419056,0.6424403],"study_design_scores_gemma":[0.0003450187,0.0002519498,0.02463384,0.04266602,0.0008503404,0.01005624,0.002326787,0.004332336,0.0009517313,0.01896275,0.8943765,0.0002465282],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004714364,0.4429263,0.02867618,0.4702997,0.03047272,0.0011058,0.000826154,0.0007983439,0.02018045],"genre_scores_gemma":[0.0573152,0.6713986,0.1086856,0.0916163,0.05240783,0.002958926,0.004772912,0.0004567615,0.01038786],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01539357,"threshold_uncertainty_score":0.08140993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1014151900700792,"score_gpt":0.4095065633263908,"score_spread":0.3080913732563116,"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."}}