{"id":"W7117133134","doi":"10.1016/j.clinbiochem.2025.111071","title":"Impact of the implementation of the Sampson-NIH equation for the calculation of LDL-C in a large community cohort of adult and pediatric patients in Ontario","year":2025,"lang":"en","type":"article","venue":"Clinical Biochemistry","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brampton Civic Hospital; Tellabs (Canada); Dynacast (Canada)","funders":"","keywords":"Cohort; Structural equation modeling; Generalized estimating equation; Cohort study; MEDLINE","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004143463,0.0003562195,0.0006148044,0.0005141248,0.00184335,0.002051691,0.001603743,0.000610581,0.0008194392],"category_scores_gemma":[0.01680667,0.0004298761,0.0007582917,0.001480859,0.0007813169,0.0005997248,0.001261639,0.001057666,0.0001531348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02681427,"about_ca_system_score_gemma":0.04872771,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9611313,"about_ca_topic_score_gemma":0.9671071,"domain_scores_codex":[0.9939854,0.001504102,0.0004996897,0.0006640488,0.002507225,0.0008396262],"domain_scores_gemma":[0.9911934,0.001486632,0.001606934,0.0007765905,0.003932551,0.001003885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001511707,0.00009310832,0.9906871,0.00002196434,0.00004860297,0.0001401826,0.0008721221,0.0003292258,0.0001634906,0.0001466411,0.0009935399,0.006352834],"study_design_scores_gemma":[0.00003245949,0.00009547036,0.9959486,0.00003069055,0.00005191619,0.00008267797,0.00101337,0.001375872,0.0001475435,0.00002238599,0.001189322,0.000009883642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949976,0.0002307121,0.0002971942,0.001396829,0.00003596508,0.0001106048,0.0007960218,0.00001768183,0.002117319],"genre_scores_gemma":[0.9979857,0.0001471656,0.0007189948,0.0002123945,0.00001560168,0.00004105555,0.0004188342,0.00001126037,0.000449023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03886867,"threshold_uncertainty_score":0.1945521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02516880364046924,"score_gpt":0.3625893544287015,"score_spread":0.3374205507882322,"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."}}