{"id":"W3197867489","doi":"10.1186/s12944-021-01517-6","title":"Incidence, predictors and patterns of care of patients with very severe hypertriglyceridemia in Ontario, Canada: a population-based cohort study","year":2021,"lang":"en","type":"article","venue":"Lipids in Health and Disease","topic":"Lipid metabolism and disorders","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; St Joseph's Health Care; Western University","funders":"Schulich School of Medicine and Dentistry, Western University; Heart and Stroke Foundation of Canada; Institute for Clinical Evaluative Sciences; Western University; Ontario Ministry of Health and Long-Term Care; Schulich School of Medicine and Dentistry; Academic Medical Organization of Southwestern Ontario; Canadian Institutes of Health Research; Lawson Health Research Institute","keywords":"Medicine; Hypertriglyceridemia; Incidence (geometry); Internal medicine; Clinical nutrition; Diabetes mellitus; Population; Odds ratio; Confidence interval; Kidney disease; Cohort; Endocrinology; Cholesterol; Triglyceride; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009707938,0.0001104198,0.0004221458,0.0001009564,0.00002900484,0.000002947149,0.000025897,0.00002996724,0.00002679561],"category_scores_gemma":[0.0002439373,0.00009245861,0.00001625298,0.0001649246,0.00002083639,0.00005089236,0.0000183432,0.0001228939,1.721327e-8],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001835406,"about_ca_system_score_gemma":0.00584879,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9217905,"about_ca_topic_score_gemma":0.9707999,"domain_scores_codex":[0.9987737,0.00009411024,0.0004057718,0.0002400262,0.0003144754,0.0001719384],"domain_scores_gemma":[0.9990205,0.00007776481,0.0001068666,0.0001913977,0.00009731519,0.0005061158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001276111,0.0003554802,0.9955023,0.001476584,0.00001070442,0.00001473041,0.001073032,0.00005875315,5.945926e-8,0.000005232981,0.00002308809,0.0002039228],"study_design_scores_gemma":[0.004908734,0.0002729808,0.9924141,0.0004271806,0.00004774076,2.569679e-7,0.001765722,0.00002329301,4.926443e-7,0.000005207605,0.00005758461,0.00007675884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99772,0.001121472,0.000001056198,0.00009176175,0.0001053718,0.0008008383,0.0001388428,0.000003925988,0.00001670513],"genre_scores_gemma":[0.99884,0.0000487314,0.00003295047,0.0006783694,0.00001696635,0.00003014085,0.000332517,0.000008099119,0.00001219964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04900929,"threshold_uncertainty_score":0.9997872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005482461759684463,"score_gpt":0.2285548256061027,"score_spread":0.2230723638464182,"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."}}