{"id":"W3162573194","doi":"10.1016/j.jchf.2021.02.011","title":"Intercountry Differences in Guideline-Directed Medical Therapy and Outcomes Among Patients With Heart Failure","year":2021,"lang":"en","type":"article","venue":"JACC Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian VIGOUR Centre; University of Toronto; University of Alberta; St. Michael's Hospital","funders":"National Heart, Lung, and Blood Institute; Centers for Medicare and Medicaid Services; Medicines Company; Roche; Novartis; AstraZeneca; Bristol-Myers Squibb; Boehringer Ingelheim; Amgen; National Institutes of Health; Medtronic; Cytokinetics; Merck; American Heart Association","keywords":"Medicine; Hazard ratio; Ejection fraction; Guideline; Confidence interval; Heart failure; Internal medicine; Clinical endpoint; Randomized controlled trial; Cardiology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002980935,0.0003938084,0.0008578527,0.0002054767,0.00009838993,0.00008284431,0.00009544819,0.0002726326,0.001728006],"category_scores_gemma":[0.0001832352,0.0002588112,0.0001164049,0.0004371822,0.000148281,0.0002136265,0.0001173629,0.0004591355,0.0000414343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007485167,"about_ca_system_score_gemma":0.0002347183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003540409,"about_ca_topic_score_gemma":0.004269205,"domain_scores_codex":[0.9972501,0.000166131,0.0005662405,0.0006270586,0.0008730888,0.0005174205],"domain_scores_gemma":[0.9987081,0.0001284478,0.00006253085,0.0004532002,0.0002456631,0.0004020699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008611135,0.0004569482,0.8740782,0.00003494391,0.0001322849,0.0000924924,0.0001707448,1.852648e-7,0.00003390773,0.00002370548,0.1239314,0.0009591088],"study_design_scores_gemma":[0.004645605,0.0002708084,0.7600704,0.0002367973,0.00004239553,0.00002245703,0.0003512854,0.00006159024,0.00008464553,0.00001409317,0.2339791,0.0002207764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8992416,0.0001645826,0.00001988914,0.09945078,0.0001089547,0.0007206764,0.000008726312,0.0001760599,0.0001087918],"genre_scores_gemma":[0.9776347,0.00004962986,0.01596208,0.005169453,0.000118567,0.0000856933,0.0001954922,0.00004741121,0.0007369745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1140077,"threshold_uncertainty_score":0.9999864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01224852551638662,"score_gpt":0.2610437036187062,"score_spread":0.2487951781023195,"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."}}