{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005920241,0.0002150788,0.0004286767,0.0003244698,0.000196859,0.00003767494,0.0001612128,0.000124066,0.00002651831],"category_scores_gemma":[0.00004878299,0.000208192,0.0002998559,0.001029261,0.00005050417,0.00007398556,0.00003302865,0.0002601097,0.003887512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002892456,"about_ca_system_score_gemma":0.001166089,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03452899,"about_ca_topic_score_gemma":0.009928688,"domain_scores_codex":[0.9977819,0.00004096027,0.0003254901,0.0004020364,0.0006238931,0.0008257593],"domain_scores_gemma":[0.997743,0.00001185561,0.00004721482,0.0008589455,0.0003026333,0.001036312],"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":[0.00001095927,0.00001274548,0.00003979619,0.00003945006,0.0001290171,0.0002246999,0.00003111954,0.00003091379,0.000956371,0.0006190772,0.8723227,0.1255831],"study_design_scores_gemma":[0.0006940922,0.00006084453,0.01170211,0.00004189159,0.00007487387,0.000003610744,0.0004068756,0.0003428747,0.0001688597,0.0002575612,0.9860215,0.0002249549],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.190244,0.001961535,0.0002256818,0.07151473,0.002859406,0.002373527,0.0008079336,0.0008894092,0.7291238],"genre_scores_gemma":[0.383778,0.0002799269,0.0004522359,0.580637,0.007825596,0.0001383022,0.002800992,0.0002262286,0.0238617],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7052621,"threshold_uncertainty_score":0.9968881,"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."}}