{"id":"W4388200585","doi":"10.58931/cpct.2023.1319","title":"Practical Implementation of Lipid Lowering for Cardiovascular Risk Reduction in Primary Care","year":2023,"lang":"en","type":"article","venue":"Canadian Primary Care Today","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Ezetimibe; Dyslipidemia; Guideline; Medicine; Statin; Adverse effect; Primary care; Secondary prevention; Intensive care medicine; Internal medicine; Disease; Family medicine; Pathology","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":[0.07733795,0.001342367,0.001015804,0.001681987,0.006753774,0.008363213,0.004635312,0.01367566,0.01179677],"category_scores_gemma":[0.1210848,0.000874626,0.00173609,0.001337521,0.005197565,0.005135643,0.01219093,0.0164826,0.002633592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01298825,"about_ca_system_score_gemma":0.08719485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05136341,"about_ca_topic_score_gemma":0.08869096,"domain_scores_codex":[0.8944575,0.06052189,0.00592781,0.003594625,0.02891994,0.006578135],"domain_scores_gemma":[0.9146258,0.03250332,0.004595403,0.005478214,0.02354762,0.01924959],"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":[0.0003209692,0.002774433,0.007186463,0.003863567,0.0002523568,0.002741888,0.006588707,0.00319442,0.002938344,0.06841543,0.3915087,0.5102147],"study_design_scores_gemma":[0.001999639,0.002640331,0.04726477,0.01432461,0.000262265,0.00208402,0.01119405,0.005376668,0.00248363,0.1338823,0.7779632,0.0005246038],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004649979,0.004083978,0.02609808,0.9183696,0.004718292,0.001821549,0.0001088508,0.0003685078,0.03978124],"genre_scores_gemma":[0.217577,0.01112017,0.3282421,0.4211609,0.00829972,0.004891316,0.0003641659,0.0002604016,0.008084175],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07733795,"threshold_uncertainty_score":0.4090071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01689260470439179,"score_gpt":0.2877522885344213,"score_spread":0.2708596838300295,"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."}}