{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01260475,0.002424061,0.00358285,0.01057157,0.001811548,0.00550761,0.004621877,0.005983381,0.06964248],"category_scores_gemma":[0.02333421,0.001063913,0.00248412,0.01292701,0.001184066,0.002910841,0.00368188,0.007649192,0.05323787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006278661,"about_ca_system_score_gemma":0.05178532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08549071,"about_ca_topic_score_gemma":0.02903831,"domain_scores_codex":[0.9915497,0.001837378,0.001023367,0.0007961715,0.0035115,0.001281803],"domain_scores_gemma":[0.9741761,0.003825278,0.001832382,0.001111145,0.01633498,0.002720129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001425717,0.00005226195,0.0008915308,0.002998993,0.00005250935,0.00009010287,0.00005596055,0.0001349628,0.00004923881,0.004706506,0.9275779,0.06324736],"study_design_scores_gemma":[0.0001627792,0.00003428147,0.003737636,0.003720866,0.00008392793,0.0001084023,0.00007257776,0.000145769,0.00006272874,0.002472021,0.98936,0.0000389945],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.001393114,0.0955436,0.006743482,0.1024372,0.0397708,0.004794859,0.4211139,0.005101891,0.3231012],"genre_scores_gemma":[0.01754383,0.1445306,0.03878278,0.05822177,0.01321318,0.0214297,0.566613,0.002289704,0.1373754],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.08549071,"threshold_uncertainty_score":0.2329773,"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."}}