{"id":"W2906398614","doi":"10.1002/clc.23140","title":"Ejection fraction, B‐type natriuretic peptide and risk of stroke and acute myocardial infarction among patients with heart failure","year":2018,"lang":"en","type":"article","venue":"Clinical Cardiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"Janssen Scientific Affairs","keywords":"Medicine; Internal medicine; Ejection fraction; Heart failure; Cardiology; Natriuretic peptide; Myocardial infarction; Hazard ratio; Stroke (engine); Brain natriuretic peptide; Confidence interval","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":[],"consensus_categories":[],"category_scores_codex":[0.0003721658,0.0001220396,0.0005176503,0.00008368727,0.00007987477,0.000006434889,0.00001849741,0.0001980997,0.00002244931],"category_scores_gemma":[0.00025082,0.00008865917,0.00009264478,0.00009744121,0.0005104885,0.000072599,0.00004234931,0.0002373561,0.00001587788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002274061,"about_ca_system_score_gemma":0.00002702279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006445531,"about_ca_topic_score_gemma":0.00003600115,"domain_scores_codex":[0.9988915,0.000213705,0.0003071246,0.0003047667,0.0001270506,0.0001559047],"domain_scores_gemma":[0.9991376,0.0001720823,0.0001179785,0.0001977848,0.0002556854,0.0001188426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007318816,0.00004121653,0.9871443,0.00001063956,0.0009298659,0.000002624536,0.00001461183,8.797517e-7,0.00002098028,0.000007744763,0.01028494,0.0008103155],"study_design_scores_gemma":[0.002526884,0.004871121,0.9420806,0.00001514013,0.001277558,0.00001445646,0.00004810199,0.00001499835,0.00001260658,0.00002291372,0.04904268,0.00007299564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978294,0.00003490331,0.0002482733,0.0005149978,0.000358418,0.0004366236,0.000009739545,0.00003244988,0.0005352394],"genre_scores_gemma":[0.9976488,0.0002359083,0.001212754,0.0001318133,0.0005283433,0.00001001198,0.00003073764,0.00001192195,0.0001896623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04506375,"threshold_uncertainty_score":0.3615416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01239383214890116,"score_gpt":0.2971958217679677,"score_spread":0.2848019896190665,"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."}}