{"id":"W4413367057","doi":"10.1016/j.jacl.2025.08.012","title":"Prevalence, incidence, and definition of severe hypertriglyceridemia: A comprehensive review and weighted summary","year":2025,"lang":"en","type":"review","venue":"Journal of clinical lipidology","topic":"Lipid metabolism and disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Clinical Research Institute; McGill University Health Centre","funders":"Ionis Pharmaceuticals","keywords":"Medicine; Hypertriglyceridemia; Incidence (geometry); Pediatrics; Internal medicine","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":[0.005533301,0.001398216,0.00607274,0.02315177,0.0003702743,0.00220034,0.001525793,0.001124267,0.003199266],"category_scores_gemma":[0.01813006,0.0009892852,0.007653171,0.02592457,0.0006776265,0.002041049,0.001295593,0.0009480778,0.0003946738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002315223,"about_ca_system_score_gemma":0.006611042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01058253,"about_ca_topic_score_gemma":0.01846763,"domain_scores_codex":[0.9948631,0.0009699471,0.002559829,0.0006074565,0.0008290173,0.0001707698],"domain_scores_gemma":[0.9852246,0.009264785,0.003328297,0.0002349988,0.001795582,0.0001518055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000263504,0.00001694245,0.00577711,0.8783465,0.01119252,0.0001608508,0.000280394,0.0002217615,0.0002630852,0.0003824966,0.005852809,0.09724196],"study_design_scores_gemma":[0.0001812713,0.0002619888,0.03878927,0.7626056,0.1208279,0.001620052,0.0005766519,0.0002177239,0.0003326651,0.000708398,0.07377201,0.0001065204],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009017254,0.9974602,0.0001106931,0.0001799335,0.00005477099,0.000057012,0.001042262,0.000007864253,0.0001855535],"genre_scores_gemma":[0.005787816,0.992861,0.0003341861,0.000192916,0.00005664016,0.000103996,0.0006054674,0.000004367471,0.00005355494],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02315177,"threshold_uncertainty_score":0.02926326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1010357896509984,"score_gpt":0.4274710209802382,"score_spread":0.3264352313292398,"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."}}