{"id":"W2547282864","doi":"10.1161/circoutcomes.108.813600","title":"Changes in Adherence to Evidence-Based Medications in the First Year After Initial Hospitalization for Heart Failure","year":2009,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regina Qu'Appelle Health Region; University of Saskatchewan; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Heart failure; Medical prescription; Odds ratio; Internal medicine; Logistic regression; Retrospective cohort study; Propensity score matching; Pharmacy; Odds; Cohort; Medical record; Emergency medicine; Pharmacology; 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":[0.001400131,0.000250801,0.0005878208,0.001157334,0.000548479,0.001096514,0.0007594024,0.001051378,0.001060371],"category_scores_gemma":[0.007501878,0.0002414263,0.00076868,0.001618119,0.0003056597,0.0005048186,0.0005425735,0.001286998,0.0002207661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002236984,"about_ca_system_score_gemma":0.001284284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1432082,"about_ca_topic_score_gemma":0.1807356,"domain_scores_codex":[0.9985865,0.0002654188,0.0001663466,0.0002224709,0.0003925172,0.000366808],"domain_scores_gemma":[0.9935115,0.0006324635,0.003936547,0.0001777718,0.0008728167,0.0008687798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004704516,0.00003227097,0.9988035,0.000006876176,0.00004132357,0.00002068547,0.00003863803,0.00002795943,0.00002085551,0.000003762085,0.0001032852,0.0008538746],"study_design_scores_gemma":[0.00000141967,0.00001668764,0.9998378,0.000003620776,0.000004992532,0.0000267798,0.00002868601,0.00004269823,0.00000653688,0.000001649995,0.00002765988,0.000001452174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997771,0.0005320699,0.00004439183,0.0001466568,0.00001235664,0.00001433971,0.0009860665,0.000008071518,0.0004850427],"genre_scores_gemma":[0.9987351,0.0001432659,0.00006767814,0.00005047378,0.00001035157,0.00001064162,0.0008333204,0.000001285349,0.0001479279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1432082,"threshold_uncertainty_score":0.2847492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07550864166324076,"score_gpt":0.3560659046808453,"score_spread":0.2805572630176045,"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."}}