{"id":"W4281490019","doi":"10.1186/s12875-022-01735-6","title":"A cross-sectional study evaluating cardiovascular risk and statin prescribing in the Canadian Primary Care Sentinel Surveillance Network database","year":2022,"lang":"en","type":"article","venue":"BMC Primary Care","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Queen's University; World Wildlife Fund Canada; University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Socioeconomic status; Observational study; Concordance; Cross-sectional study; Disease; Logistic regression; Statin; Primary care; Risk assessment; Family medicine; Environmental health; Emergency medicine; Internal medicine; Population","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":[0.002664291,0.0004457953,0.0008375109,0.002407946,0.001981906,0.001150182,0.001387783,0.0006677859,0.001676986],"category_scores_gemma":[0.008454081,0.0005998031,0.0006901382,0.008462611,0.0006064412,0.0005769036,0.001129577,0.0007464205,0.0002584457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01022103,"about_ca_system_score_gemma":0.01403479,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9209739,"about_ca_topic_score_gemma":0.9395069,"domain_scores_codex":[0.9961734,0.0004903738,0.0004738411,0.0006955409,0.001598033,0.0005687772],"domain_scores_gemma":[0.9924159,0.0008280955,0.00213026,0.0004522596,0.002978548,0.001194888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005639892,0.00002750599,0.9979856,0.0000469231,0.00008353635,0.00002630215,0.0001623676,0.00003210371,0.00004107796,0.00001905014,0.0008562218,0.0006628404],"study_design_scores_gemma":[0.00001090462,0.00002424235,0.9990969,0.00001813695,0.00002887289,0.00004074274,0.0002437069,0.0002134909,0.00001571349,0.000006242175,0.0002962115,0.000004958816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685695,0.0004659768,0.0001492162,0.0001986504,0.00001475468,0.000205625,0.02911468,0.00001700884,0.001264616],"genre_scores_gemma":[0.9858295,0.000315945,0.0005033081,0.0001855084,0.00001316599,0.0001493726,0.01281292,0.000005556049,0.0001847732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0790261,"threshold_uncertainty_score":0.1589829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03584504882167454,"score_gpt":0.2930299485465341,"score_spread":0.2571848997248595,"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."}}