{"id":"W4312204628","doi":"10.1016/j.cjca.2022.12.016","title":"Primary Care Clinical Volumes, Cholesterol Testing, and Cardiovascular Outcomes","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; Public Health Ontario; Women's College Hospital; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cohort; Ambulatory; Guideline; Internal medicine; Stroke (engine); Emergency medicine; Population; Myocardial infarction; Retrospective cohort study; Cohort study; Ambulatory care; Adverse effect; Health care; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.001596821,0.0001934325,0.0003493568,0.001406198,0.0007161492,0.002439813,0.0008576992,0.001034837,0.008158085],"category_scores_gemma":[0.02215295,0.0003301565,0.0003018363,0.001914432,0.0005352058,0.0008806956,0.0008417956,0.001833042,0.0009209733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001748085,"about_ca_system_score_gemma":0.002409679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04418255,"about_ca_topic_score_gemma":0.049137,"domain_scores_codex":[0.9979006,0.0007833473,0.0001357675,0.0001383058,0.0007357021,0.0003062353],"domain_scores_gemma":[0.9772398,0.009358717,0.005019066,0.0007012772,0.001711161,0.005969919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000243294,0.0005615648,0.9789793,0.00003720786,0.00009483191,0.000163946,0.0002075436,0.000314953,0.00009953351,0.0003690482,0.009016275,0.009912434],"study_design_scores_gemma":[0.00004631867,0.0001095332,0.9967704,0.00003318322,0.00004368796,0.0002887622,0.0003276369,0.0006332507,0.00004242823,0.0004463135,0.001248793,0.000009706719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965986,0.004607597,0.0003133745,0.008573804,0.0002239403,0.00005169361,0.003769273,0.0001639624,0.0163103],"genre_scores_gemma":[0.9956232,0.000502641,0.0002157771,0.0007410709,0.000410342,0.00002104945,0.0009766305,0.00001782692,0.00149158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04418255,"threshold_uncertainty_score":0.08785075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04518971081529494,"score_gpt":0.3079684067338708,"score_spread":0.2627786959185759,"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."}}