{"id":"W4306321199","doi":"10.1093/eurheartj/ehac544.2356","title":"Awareness of lipid guideline recommendations for high-risk patients amongst primary care physicians in Canada","year":2022,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McMaster University; University of Toronto","funders":"","keywords":"Medicine; Polypharmacy; Guideline; Primary care; Family medicine; Acute coronary syndrome; Statin; Emergency medicine; Internal medicine; Myocardial infarction","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":[0.002120536,0.000162494,0.0002906911,0.001092188,0.002911957,0.001905001,0.001041098,0.0008637094,0.003701162],"category_scores_gemma":[0.01667318,0.0003357474,0.000354011,0.00258345,0.001237271,0.0007061932,0.001222032,0.001476103,0.000228907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03120534,"about_ca_system_score_gemma":0.05949948,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9719863,"about_ca_topic_score_gemma":0.976643,"domain_scores_codex":[0.994846,0.0005693282,0.0004477447,0.0005214682,0.002432218,0.001183311],"domain_scores_gemma":[0.9723634,0.003431183,0.006434987,0.0003589122,0.009266466,0.008145089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005668211,0.0001065177,0.9626933,0.0002525523,0.00003217528,0.0003264711,0.005895684,0.0001105381,0.000261406,0.0001853909,0.0127642,0.01731516],"study_design_scores_gemma":[0.00001921357,0.00006003861,0.9830799,0.0002601648,0.00001789686,0.0002068088,0.008876322,0.0003776253,0.0000726472,0.00006396534,0.006938884,0.00002650507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9512413,0.00297875,0.0003401324,0.02602359,0.0001780112,0.0002531046,0.00280875,0.00004438625,0.01613192],"genre_scores_gemma":[0.9945537,0.001181285,0.0003304963,0.002939791,0.00004255107,0.0000348404,0.0004190007,0.000005749864,0.0004924547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03120534,"threshold_uncertainty_score":0.2264116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02019068252897728,"score_gpt":0.265287516377926,"score_spread":0.2450968338489488,"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."}}