{"id":"W3082766308","doi":"10.1016/j.cjco.2020.08.009","title":"Landscape of Lipid Management Following an Acute Coronary Syndrome Event: Survey of Canadian Specialists","year":2020,"lang":"en","type":"article","venue":"CJC Open","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Montreal Heart Institute; University of Alberta; Université de Montréal; McMaster University; Canadian Respiratory Research Network","funders":"","keywords":"Medicine; Acute coronary syndrome; Guideline; Cholesterol; Familial hypercholesterolemia; Internal medicine; Ldl cholesterol; Statin; Population; Clinical trial; Myocardial infarction; Environmental health","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":[0.001342571,0.0001984086,0.0002526298,0.001205611,0.002710455,0.001248889,0.0009574161,0.0007375536,0.002483896],"category_scores_gemma":[0.005018444,0.0002962947,0.0003232361,0.003381949,0.0006968579,0.000527319,0.001025554,0.0008391184,0.0002821661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01763798,"about_ca_system_score_gemma":0.02646905,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9823257,"about_ca_topic_score_gemma":0.9887426,"domain_scores_codex":[0.9981074,0.000185044,0.0001559846,0.0002200768,0.000783191,0.0005482903],"domain_scores_gemma":[0.9936721,0.0004570067,0.001444062,0.00009920471,0.002478902,0.00184869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004884505,0.0000571755,0.9865786,0.00008275095,0.00001629231,0.0001378009,0.003763554,0.00003534207,0.0001758391,0.00008781056,0.003890538,0.005125487],"study_design_scores_gemma":[0.000006864572,0.00003606626,0.9910288,0.00004958317,0.000006552332,0.00009591429,0.006583071,0.0001249956,0.00002508634,0.00001266206,0.002017976,0.00001242035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871715,0.00058888,0.00008019372,0.002901473,0.00001608881,0.00008558969,0.004174238,0.00001121736,0.004970777],"genre_scores_gemma":[0.9961976,0.0006315038,0.0002395951,0.001156029,0.00001146244,0.00002760858,0.001153882,0.000004622833,0.0005776508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01767427,"threshold_uncertainty_score":0.1279731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03808640381193011,"score_gpt":0.2959104914594657,"score_spread":0.2578240876475356,"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."}}