{"id":"W2100232288","doi":"10.1093/aje/kwm070","title":"Adherence to Lipid-lowering Therapy and the Use of Preventive Health Services: An Investigation of the Healthy User Effect","year":2007,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":380,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institute of Diabetes and Digestive and Kidney Diseases; National Institute on Aging; National Institutes of Health; Pfizer; Amgen","keywords":"Medicine; Hazard ratio; Observational study; Medical prescription; Vaccination; Confidence interval; Internal medicine; Fecal occult blood; Cohort study; Physical therapy; Immunology; Colonoscopy; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006173611,0.00009465304,0.00076705,0.00007287259,0.0000479139,0.000001783482,0.0001950676,0.00003076337,0.00001776205],"category_scores_gemma":[0.0009226186,0.00004611021,0.00009142074,0.0003140914,0.0007180723,0.00007736582,0.00002703766,0.0002409059,0.000001317457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003011444,"about_ca_system_score_gemma":0.000213439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001049531,"about_ca_topic_score_gemma":0.00005596996,"domain_scores_codex":[0.9970593,0.001506672,0.0009557676,0.0001289192,0.0001531461,0.0001962093],"domain_scores_gemma":[0.9943036,0.002933551,0.002023504,0.0002986172,0.0001971073,0.0002435676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003888083,0.00005658271,0.8390775,0.0001469163,0.0001095883,9.238366e-7,0.004007435,0.00006447605,0.001478661,0.0005671043,0.0004294071,0.1501734],"study_design_scores_gemma":[0.001919122,0.01125116,0.9815518,0.0009521362,0.00003396074,0.00009869756,0.001054547,0.0001342005,0.0008236083,0.0003741106,0.001746522,0.00006019221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863203,0.0005800915,0.004401411,0.008137628,0.0001283107,0.000417547,0.000001314506,0.000002967937,0.00001043931],"genre_scores_gemma":[0.9720877,0.0008069839,0.0050753,0.02189774,0.00009344785,0.000005677676,9.065235e-7,0.000006605231,0.00002561181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1501132,"threshold_uncertainty_score":0.2645767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1018858325378339,"score_gpt":0.401887773335147,"score_spread":0.3000019407973131,"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."}}