{"id":"W2109203991","doi":"10.1161/circoutcomes.114.001023","title":"Impact of Drug Policy on Regional Trends in Ezetimibe Use","year":2014,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Advanced Causal Inference Techniques","field":"Mathematics","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University Health Network; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"National Heart, Lung, and Blood Institute; National Institute on Aging; Canadian Institutes of Health Research; Health Canada","keywords":"Ezetimibe; Formulary; Restrictiveness; Population; Medicine; Demography; Geography; Environmental health; Family medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002082778,0.0001869208,0.000347366,0.001134025,0.0006607755,0.001524626,0.0007674883,0.0003898296,0.00216586],"category_scores_gemma":[0.01117208,0.000201525,0.000792305,0.002712958,0.000671857,0.0005609706,0.0007470968,0.0008262065,0.0002621618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0099035,"about_ca_system_score_gemma":0.01049687,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8732829,"about_ca_topic_score_gemma":0.8881062,"domain_scores_codex":[0.997505,0.0006447034,0.0001924443,0.0004529255,0.0005495069,0.0006554576],"domain_scores_gemma":[0.9895169,0.001618682,0.00446468,0.0004652099,0.003005783,0.0009287855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001929613,0.00002155679,0.9902629,0.00006509158,0.0001695453,0.0001095053,0.0002551412,0.001066662,0.0002134812,0.0004102415,0.001357026,0.005875985],"study_design_scores_gemma":[0.000004866459,0.00001703718,0.9979839,0.00002919266,0.00003679804,0.00005045583,0.0002719974,0.0003544744,0.00007898579,0.00003628998,0.001129697,0.000006232915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720643,0.004123086,0.0006455926,0.005277829,0.00004501825,0.00004987074,0.00951219,0.00003961213,0.008242571],"genre_scores_gemma":[0.997136,0.0008272023,0.000271644,0.0002626887,0.0000162423,0.00001259228,0.001066063,0.000009970402,0.0003975406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8732829,"threshold_uncertainty_score":0.2549267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2536716822313487,"score_gpt":0.4643739662308443,"score_spread":0.2107022839994956,"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."}}