{"id":"W4387610369","doi":"10.46747/cfp.6910675","title":"PEER simplified lipid guideline 2023 update","year":2023,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of British Columbia; Canadian Patient Safety Institute; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; University of Manitoba; Centre Intégré de Santé et Services Sociaux de la Gaspésie; University of Northern British Columbia; University of Alberta; Université Laval; University of Saskatchewan; College of Family Physicians of Canada; NOSM University; Élisabeth Bruyère Hospital; Doug Bragg Enterprises (Canada); Memorial University of Newfoundland; University of Alberta Hospital","funders":"","keywords":"Medicine; Ezetimibe; Guideline; Docosahexaenoic acid; Lipidology; Psychological intervention; Eicosapentaenoic acid; Statin; Intensive care medicine; Internal medicine; Nursing; Polyunsaturated fatty acid; Fatty acid; Clinical chemistry; Pathology; Biochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.006892716,0.001177049,0.001927907,0.004982468,0.00110327,0.003731245,0.003572274,0.006689001,0.05534947],"category_scores_gemma":[0.0324758,0.0007189175,0.003145815,0.003506926,0.0007788686,0.002298052,0.002233358,0.005389361,0.04804417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007867724,"about_ca_system_score_gemma":0.02387032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05668174,"about_ca_topic_score_gemma":0.08924789,"domain_scores_codex":[0.9910479,0.002129823,0.001711124,0.0003862154,0.004191761,0.0005330493],"domain_scores_gemma":[0.9759044,0.002161928,0.001238209,0.0004455286,0.01916465,0.001085356],"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":[0.00001602805,0.00001794528,0.0001116858,0.0007675332,0.00001942308,0.00007778996,0.0000264839,0.0000681706,0.00004224663,0.0007348374,0.9396588,0.0584591],"study_design_scores_gemma":[0.000070829,0.00001624616,0.0006004361,0.003503005,0.00006321858,0.0001773685,0.00002678584,0.00007433782,0.00005318037,0.0007473717,0.9946515,0.00001578956],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.001461218,0.1007992,0.01295795,0.3209271,0.07253404,0.007275885,0.04897017,0.002660025,0.4324144],"genre_scores_gemma":[0.01423281,0.1892541,0.07317021,0.2428173,0.02893101,0.009457494,0.1462713,0.001647215,0.2942186],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.05668174,"threshold_uncertainty_score":0.1851624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02463767300815433,"score_gpt":0.2716220565704219,"score_spread":0.2469843835622676,"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."}}