{"id":"W3093211403","doi":"10.1002/ehf2.12972","title":"Relationship Between Duration of Heart Failure, Patient Characteristics, Outcomes, and Effect of Therapy in PARADIGM-HF","year":2020,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"Novartis Pharmaceuticals UK Limited; BHF Centre of Research Excellence, Oxford; British Heart Foundation","keywords":"Medicine; Heart failure; Internal medicine; Hazard ratio; Confidence interval; Valsartan; Enalapril; Cardiology; Sacubitril; Clinical endpoint; Natriuretic peptide; Angiotensin-converting enzyme; Ejection fraction; Blood pressure; Randomized controlled trial","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":[0.0003043395,0.0002348634,0.0008116462,0.00015806,0.00004412141,0.00001318172,0.00004494143,0.0001383595,0.00006017782],"category_scores_gemma":[0.0002892444,0.0001832261,0.0001281741,0.0002910207,0.00006983113,0.0001206296,0.00003762828,0.0002313352,0.00002691399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003715435,"about_ca_system_score_gemma":0.00004955002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007367371,"about_ca_topic_score_gemma":0.00002275289,"domain_scores_codex":[0.9982904,0.0002061151,0.0006580203,0.0003011592,0.0003135992,0.0002306831],"domain_scores_gemma":[0.9989902,0.000373499,0.0001443859,0.0002629048,0.00004528333,0.0001836749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001794197,0.00008233883,0.9892493,0.0002556879,0.00006293154,0.000006309172,0.0005496787,8.628602e-7,0.001154815,0.0001758773,0.007451738,0.0008310484],"study_design_scores_gemma":[0.002691606,0.00216325,0.9366602,0.0001183461,0.00008046478,0.000003613761,0.00005682385,0.00002057992,0.003836087,0.00002728265,0.05421129,0.0001304902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9242057,0.0001022818,0.00002994161,0.07421175,0.00003592655,0.001326996,0.00002305443,0.00004085109,0.00002353647],"genre_scores_gemma":[0.9962314,0.00001017286,0.002992102,0.0004696022,0.00007284957,0.00004466894,0.0001268613,0.00002490895,0.00002747047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07374215,"threshold_uncertainty_score":0.7471744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.024094655573788,"score_gpt":0.2765776278852627,"score_spread":0.2524829723114748,"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."}}