{"id":"W2740003000","doi":"10.1016/j.gheart.2017.03.002","title":"World Heart Federation Cholesterol Roadmap","year":2017,"lang":"en","type":"review","venue":"Global Heart","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute; McMaster University; Hamilton Health Sciences; McGill University Health Centre","funders":"World Heart Federation","keywords":"Medicine; Psychological intervention; Disease; Statin; Population; Intensive care medicine; Cholesterol; Environmental health; Nursing; Internal medicine","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007203157,0.0004566798,0.002691697,0.00009540874,0.0003620214,0.0002037328,0.000167242,0.0003786961,0.00009739268],"category_scores_gemma":[0.00007144181,0.0003577111,0.001621116,0.0002038827,0.0000608819,0.0001061027,0.00009204625,0.0005091203,0.001596216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000510492,"about_ca_system_score_gemma":0.001022677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005112519,"about_ca_topic_score_gemma":0.0002960351,"domain_scores_codex":[0.9973327,0.0002073757,0.0006175311,0.0006283444,0.0006944297,0.0005196052],"domain_scores_gemma":[0.9975619,0.00001359152,0.0001954194,0.001711892,0.0001026768,0.0004145525],"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":[0.000008565762,0.00005360852,0.00008624769,0.009560877,0.0001854897,0.00002787961,0.000002574395,5.648284e-8,3.794415e-8,0.00006686898,0.02941962,0.9605882],"study_design_scores_gemma":[0.0004645388,0.0001117727,0.001011993,0.01229047,0.000778742,0.001330168,0.000001717924,0.000001021011,4.002922e-7,0.00001487657,0.9837306,0.0002637379],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001286214,0.9810014,0.00002057707,0.000685295,0.0009313634,0.00216246,0.00006235099,0.0001144057,0.01500926],"genre_scores_gemma":[0.00007127001,0.9910495,0.0003695213,0.001171007,0.002651667,0.0001696301,0.0002279301,0.00005108806,0.004238364],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9603245,"threshold_uncertainty_score":0.9998875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1111886955852303,"score_gpt":0.4263241792499382,"score_spread":0.3151354836647079,"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."}}