{"id":"W2989293495","doi":"10.1161/circulationaha.119.044494","title":"Population Impact of Generic Valsartan Recall","year":2019,"lang":"en","type":"letter","venue":"Circulation","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Women's College Hospital; Institute of Health Economics; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Pharmacy; Haven; Health care; Population; Family medicine; Gerontology; Library science; Political science; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.00422113,0.0002088287,0.0006785247,0.0006509313,0.002275103,0.003102185,0.0006503304,0.01768545,0.007665802],"category_scores_gemma":[0.02927897,0.0002898937,0.0006905938,0.0007736776,0.001398288,0.001378083,0.001194162,0.01001862,0.001724479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005031874,"about_ca_system_score_gemma":0.004151947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02675731,"about_ca_topic_score_gemma":0.04094763,"domain_scores_codex":[0.9965221,0.001658041,0.0003354115,0.0002943148,0.0006969903,0.0004932386],"domain_scores_gemma":[0.9868282,0.008674093,0.001430541,0.000388983,0.001531466,0.001146844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002715424,0.00009579716,0.02053386,0.00007838565,0.0000707996,0.003381241,0.0006064573,0.0001632747,0.0001731644,0.006815689,0.9424365,0.02537333],"study_design_scores_gemma":[0.0007039014,0.0003459811,0.05968012,0.001065528,0.0002865412,0.005115847,0.003797081,0.002033518,0.0005052674,0.02234126,0.9039512,0.0001737006],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.003764124,0.0006667934,0.00003924463,0.9849932,0.002487327,0.000005296707,0.0001568192,0.000009634514,0.007877555],"genre_scores_gemma":[0.05314909,0.0008972175,0.0001030048,0.9226696,0.01602259,0.00002174735,0.0001031158,0.00001564221,0.007017994],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02675731,"threshold_uncertainty_score":0.05320311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03681530806429174,"score_gpt":0.3038152619478783,"score_spread":0.2669999538835866,"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."}}