{"id":"W4384626105","doi":"10.1002/ehf2.14346","title":"Haemodynamic Forces Predicting Remodelling and Outcome in Patients with Heart Failure Treated with Sacubitril/Valsartan","year":2023,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Ejection fraction; Sacubitril; Internal medicine; Cardiology; Sacubitril, Valsartan; Heart failure; Valsartan; Receiver operating characteristic; Natriuretic peptide; Confidence interval; Atrial fibrillation; Clinical endpoint; Area under the curve; Blood pressure; Clinical 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":[0.0004765961,0.0003181005,0.0003127437,0.0002964332,0.0001664333,0.0003244931,0.0001391755,0.0002805825,0.0009708576],"category_scores_gemma":[0.001025414,0.00009971843,0.0002904592,0.0001654198,0.0001607626,0.0001458485,0.0001990548,0.000500097,0.0001665039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001047982,"about_ca_system_score_gemma":0.000117202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004705532,"about_ca_topic_score_gemma":0.0007479,"domain_scores_codex":[0.9998459,0.00005848512,0.00001579878,0.00002591003,0.00003122563,0.00002268823],"domain_scores_gemma":[0.9993653,0.0001692073,0.0002321124,0.00002718444,0.00004327657,0.000162986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000864708,0.00006973097,0.9949304,0.00001058231,0.00006547695,0.00005373628,0.00002217302,0.00009609447,0.0006651546,0.000008709212,0.00005558881,0.003157521],"study_design_scores_gemma":[0.00003320702,0.000468832,0.9982874,0.000005842546,0.00004333337,0.000177226,0.00003940957,0.0007279054,0.0001262815,0.00001688781,0.00007088779,0.000002776931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994836,0.0002306149,0.00005454522,0.00003161189,0.000006051651,0.000004256898,0.00003786613,0.000002260899,0.0001490128],"genre_scores_gemma":[0.9997506,0.00004803231,0.00005675788,0.00001384868,0.00001503778,0.000003654303,0.00006589696,4.851782e-7,0.00004576815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009708576,"threshold_uncertainty_score":0.003247857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01026115786138384,"score_gpt":0.2334417034478155,"score_spread":0.2231805455864317,"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."}}