{"id":"W4407178562","doi":"10.1186/s12872-025-04492-3","title":"Incident prescriptions for common cardiovascular medications: comparison of recent versus pre-2020 medication adherence and discontinuation in three universal health care systems","year":2025,"lang":"en","type":"article","venue":"BMC Cardiovascular Disorders","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute; University of British Columbia; University of Alberta; Ted Rogers Centre for Heart Research; University of Calgary; Dalhousie University; Hotchkiss Brain Institute; University Health Network; Health Sciences Centre; Sunnybrook Health Science Centre; Toronto Rehabilitation Institute; University of Toronto","funders":"Canadian Institutes of Health Research; Alberta Health Services","keywords":"Medicine; Discontinuation; Medical prescription; Poisson regression; Hazard ratio; Dyslipidemia; Proportional hazards model; Nova scotia; Emergency medicine; Pediatrics; Demography; Internal medicine; Confidence interval; Environmental health; Disease; Population","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009296346,0.0001966482,0.000917255,0.0002243188,0.0001382727,0.00001988949,0.0002090077,0.0001338987,0.00001476645],"category_scores_gemma":[0.0003585563,0.0002001374,0.0004587282,0.0005846394,0.0001915053,0.0001224368,0.00006291597,0.0001949638,0.00000384713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003194821,"about_ca_system_score_gemma":0.0007949594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00160213,"about_ca_topic_score_gemma":0.002631487,"domain_scores_codex":[0.9974913,0.0002568543,0.0007398995,0.0005151316,0.0007429266,0.0002538628],"domain_scores_gemma":[0.9982307,0.000164452,0.000244026,0.0009444099,0.0002771066,0.0001392801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001529131,0.0009527135,0.4311152,0.006341197,0.007220441,0.000002032828,0.006633814,0.01140003,0.00004284045,0.00860208,0.004728288,0.5214323],"study_design_scores_gemma":[0.02171511,0.00103323,0.7651854,0.002514387,0.003487271,0.000007601615,0.03679857,0.02602758,0.00007305911,0.00042383,0.1421523,0.0005817083],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1760821,0.3840587,0.4242349,0.002728668,0.001668827,0.009072596,0.00006598766,0.0001380258,0.001950261],"genre_scores_gemma":[0.9891549,0.008258176,0.001169769,0.00004075611,0.00005418143,0.0008957148,0.0003544624,0.00001704483,0.00005501647],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8130727,"threshold_uncertainty_score":0.8161365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04732787300159808,"score_gpt":0.3453420694712877,"score_spread":0.2980141964696896,"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."}}