{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002086116,0.0001573276,0.0003486031,0.0002548847,0.0001647012,0.0003669807,0.0002323002,0.0004564799,0.001515874],"category_scores_gemma":[0.003708655,0.00008410745,0.0006650856,0.0002605397,0.0002137501,0.0003508598,0.0003498504,0.000566843,0.00009064313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002236534,"about_ca_system_score_gemma":0.0002731979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007913637,"about_ca_topic_score_gemma":0.001175925,"domain_scores_codex":[0.9992657,0.0003412448,0.0000763547,0.000131418,0.00009372489,0.00009149963],"domain_scores_gemma":[0.9964417,0.001423961,0.001290262,0.0001462869,0.0001590865,0.0005388273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002186644,0.0001772197,0.9879701,0.00007354555,0.0007106983,0.00006310899,0.00002322956,0.000158672,0.000326359,0.0000513091,0.0001530139,0.008106068],"study_design_scores_gemma":[0.00008317064,0.0006650733,0.9982783,0.00001816454,0.0001553773,0.0001740356,0.00003526008,0.0002807224,0.00003997481,0.00009977583,0.0001659816,0.000004302417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952035,0.003578615,0.0001531845,0.0002701894,0.00001980239,0.000007262224,0.0002667506,0.000002219158,0.0004983743],"genre_scores_gemma":[0.9989666,0.000368099,0.00009321795,0.000117702,0.00004792732,0.000006490162,0.0003415275,0.00000105669,0.00005745144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002086116,"threshold_uncertainty_score":0.01103258,"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."}}