{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009314198,0.0002162008,0.0003288331,0.0006847685,0.0005574875,0.00161617,0.0003619299,0.000548606,0.001781052],"category_scores_gemma":[0.006800449,0.0001937005,0.0008353633,0.001930851,0.0004030544,0.0007006945,0.0009756739,0.0009015661,0.0001905921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006987726,"about_ca_system_score_gemma":0.0007280611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03131493,"about_ca_topic_score_gemma":0.04223966,"domain_scores_codex":[0.9989561,0.000383081,0.0001436063,0.0001376078,0.0001121506,0.0002674385],"domain_scores_gemma":[0.9953389,0.0009940169,0.002087215,0.0002845737,0.0006171329,0.0006781315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001017892,0.00003097194,0.9981757,0.000007431486,0.0001640749,0.0000406039,0.0001669267,0.0001046411,0.00004007242,0.00006588276,0.0001740122,0.000927915],"study_design_scores_gemma":[0.000006993115,0.00003501306,0.9986354,0.00001578582,0.0000486935,0.00004366431,0.000844336,0.0001598901,0.00001799482,0.00006329118,0.000123038,0.000005936571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974722,0.0003122451,0.00008981174,0.0001934043,0.00003263638,0.000005071115,0.0006305793,0.00000230245,0.001261906],"genre_scores_gemma":[0.9993008,0.00008519735,0.00003800518,0.00004969816,0.000007358546,0.000003256863,0.0004248456,0.000001913096,0.00008891202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03131493,"threshold_uncertainty_score":0.06226534,"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."}}