{"id":"W2219606062","doi":"","title":"Break the fast? Update on patient preparation for cholesterol testing.","year":2014,"lang":"en","type":"article","venue":"PubMed","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Calgary General Hospital","funders":"","keywords":"Medicine; Dyslipidemia; Cholesterol; Coronary artery disease; Population; Intensive care medicine; Diabetes mellitus; Internal medicine; Disease; Endocrinology; 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":[0.005926019,0.001148905,0.002192712,0.002894223,0.0009175516,0.002190671,0.002691071,0.006047579,0.009115795],"category_scores_gemma":[0.02663892,0.0005724868,0.001614064,0.002485521,0.0006536271,0.00322212,0.001482074,0.007677237,0.005729003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00242996,"about_ca_system_score_gemma":0.005133249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008197146,"about_ca_topic_score_gemma":0.01946926,"domain_scores_codex":[0.9954419,0.001411059,0.001099337,0.0001939052,0.001652122,0.0002017498],"domain_scores_gemma":[0.9811984,0.007146768,0.002326291,0.0002672946,0.007745996,0.00131523],"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":[0.000154973,0.00007497057,0.0005129654,0.004548133,0.00007892873,0.0001995071,0.00007095025,0.00007323192,0.00009350297,0.0007819991,0.6649897,0.3284211],"study_design_scores_gemma":[0.000191712,0.0001199239,0.002185686,0.0145974,0.0002797516,0.0007753934,0.00009453425,0.0000946658,0.00008246557,0.0005428201,0.9809987,0.00003701485],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007314885,0.7444609,0.001614695,0.1864523,0.04617559,0.0002402397,0.001398984,0.0003696846,0.01855617],"genre_scores_gemma":[0.006136963,0.7529136,0.008554986,0.1759583,0.0414646,0.0006805682,0.003602338,0.00009428829,0.01059435],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009115795,"threshold_uncertainty_score":0.03134012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02034915399578649,"score_gpt":0.2254788134570784,"score_spread":0.2051296594612919,"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."}}