{"id":"W4380677035","doi":"10.1038/s41569-023-00892-0","title":"International Atherosclerosis Society guidance for implementing best practice in the care of familial hypercholesterolaemia","year":2023,"lang":"en","type":"review","venue":"Nature Reviews Cardiology","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":226,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Medicine; Familial hypercholesterolemia; Intensive care medicine; Genetic testing; Health care; Risk stratification; Clinical Practice; Coronary artery disease; Family medicine; Internal medicine; Cholesterol","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005839832,0.0004260055,0.00392204,0.0001105427,0.00008423483,0.00001722128,0.0005707256,0.001139374,0.000004455748],"category_scores_gemma":[0.001928835,0.0002557233,0.004132788,0.0004884904,0.00007415763,0.00006212609,0.0001670233,0.001771948,0.00002117845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003040752,"about_ca_system_score_gemma":0.0004615065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003590728,"about_ca_topic_score_gemma":0.00001534896,"domain_scores_codex":[0.9958366,0.001173848,0.001403455,0.000637087,0.0004781189,0.0004709218],"domain_scores_gemma":[0.9970126,0.0007327445,0.000810231,0.001012451,0.0003777022,0.000054304],"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":[0.00001040981,0.00002150083,0.00003545876,0.03956367,0.0008528542,0.00000828812,0.0003124161,2.478982e-7,0.000001745112,0.00008101061,0.002861896,0.9562505],"study_design_scores_gemma":[0.0005932916,0.0001337777,0.0000544607,0.01595557,0.002976544,0.000279029,0.000539244,4.832712e-7,2.694774e-7,0.000003556874,0.9792894,0.0001744152],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000009628822,0.991249,0.00008803635,0.0002701922,0.0008350835,0.005760116,0.0002745309,0.00001691178,0.00149645],"genre_scores_gemma":[0.00001673562,0.991672,0.0024642,0.0006582453,0.002583283,0.001912453,0.0005694818,0.00007326106,0.00005035731],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9764274,"threshold_uncertainty_score":0.9999895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08836692091211877,"score_gpt":0.4295761413243015,"score_spread":0.3412092204121827,"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."}}