{"id":"W4365139788","doi":"10.1016/j.jchf.2023.01.007","title":"Hemodynamic-Guided Heart Failure Management in Patients With Either Prior HF Hospitalization or Elevated Natriuretic Peptides","year":2023,"lang":"en","type":"article","venue":"JACC Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; Heart failure; Hemodynamics; Internal medicine; Cardiology; Atrial fibrillation; Natriuretic peptide; Proportional hazards model","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":[0.000219665,0.0002527428,0.000487482,0.000450526,0.0004109473,0.0005916167,0.0002365049,0.0004894177,0.00162416],"category_scores_gemma":[0.0009642706,0.00009240421,0.000328423,0.0001860566,0.0001585478,0.0003153726,0.0002940676,0.0009260998,0.0001820273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003056326,"about_ca_system_score_gemma":0.000647157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008580965,"about_ca_topic_score_gemma":0.003770006,"domain_scores_codex":[0.9998578,0.00003437115,0.00002001214,0.00002062593,0.00003384503,0.00003338134],"domain_scores_gemma":[0.9995408,0.00007990996,0.00008702897,0.000008770045,0.0000385139,0.0002450595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003447093,0.001750406,0.7836666,0.0003646451,0.0004428763,0.004459056,0.0002483592,0.0008118319,0.004327124,0.0007381419,0.01210146,0.1876424],"study_design_scores_gemma":[0.000472164,0.002294761,0.9797534,0.0005868107,0.0002795917,0.00546799,0.0005739508,0.002662876,0.0007812775,0.001401833,0.005686753,0.00003851561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9474374,0.01297175,0.001796879,0.007670298,0.0009483399,0.0001432232,0.0003485415,0.00007088063,0.02861259],"genre_scores_gemma":[0.9933559,0.001911906,0.001131907,0.00167915,0.0009111933,0.00004708291,0.0002819328,0.000006605293,0.000674366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00162416,"threshold_uncertainty_score":0.005433381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009645359262819776,"score_gpt":0.2552060335321465,"score_spread":0.2455606742693267,"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."}}