{"id":"W4395009533","doi":"10.1093/clinchem/hvae046","title":"Worldwide Increasing Use of Nonfasting Rather Than Fasting Lipid Profiles","year":2024,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Public Health Agency of Canada; U.S. Department of Veterans Affairs; U.S. Department of Defense","keywords":"Internal medicine; Chemistry; Food science; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001464166,0.0002010578,0.0006674741,0.00003521682,0.00004681532,0.0000681568,0.0001137375,0.0002240996,0.000146724],"category_scores_gemma":[0.005394302,0.0001715013,0.0007071384,0.0002417977,0.0002146343,0.0001037243,0.0001130334,0.0006405733,0.00003340334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003306122,"about_ca_system_score_gemma":0.0001889088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002186924,"about_ca_topic_score_gemma":0.000004857197,"domain_scores_codex":[0.9980124,0.00008964413,0.0007798893,0.0004774382,0.0003321436,0.0003084398],"domain_scores_gemma":[0.9978473,0.001186121,0.0001253273,0.0005099322,0.0001157195,0.0002156421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002748641,0.0003442442,0.1907608,0.004008151,0.001145875,0.0002625142,0.0001452106,0.00001596234,0.03216532,0.00001193968,0.001471169,0.7693939],"study_design_scores_gemma":[0.004447039,0.0004053466,0.2112337,0.02058244,0.002828081,0.0005274672,0.0005593894,0.008118526,0.5617144,0.0001478502,0.1879262,0.001509543],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922382,0.001527331,0.0001851489,0.0002306717,0.0002903278,0.0002143059,0.00001454136,0.000205791,0.005093642],"genre_scores_gemma":[0.9909734,0.00006652944,0.003701891,0.00009682427,0.002581645,0.00001663997,0.0000341806,0.00006138923,0.002467466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7678844,"threshold_uncertainty_score":0.699362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0622971889777043,"score_gpt":0.3347961473101369,"score_spread":0.2724989583324326,"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."}}