{"id":"W4223892578","doi":"10.1002/ejhf.2508","title":"Quality of life assessed 6 months after hospitalisation for acute heart failure: an analysis from <scp>REPORT‐HF</scp> (international REgistry to assess <scp>medical</scp> Practice with <scp>lOngitudinal obseRvation</scp> for Treatment of Heart Failure)","year":2022,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"Department of Medicine, University of Toronto; Novartis Pharma; Sunnybrook Research Institute; Heart Failure Society of America","keywords":"Medicine; Heart failure; Ejection fraction; Quality of life (healthcare); Psychological intervention; Internal medicine; Physical therapy; Emergency medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002126053,0.0004729894,0.0005229062,0.001448948,0.0003859096,0.0008205035,0.0006644137,0.0006264413,0.001202219],"category_scores_gemma":[0.003713514,0.0003096939,0.001659226,0.001651335,0.0003415996,0.0006860344,0.001318886,0.001057002,0.0002262259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006018577,"about_ca_system_score_gemma":0.0004158113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01083472,"about_ca_topic_score_gemma":0.007723104,"domain_scores_codex":[0.9987859,0.0004324726,0.0001797761,0.0002416152,0.0001727456,0.0001875082],"domain_scores_gemma":[0.9960108,0.0005884763,0.002086277,0.0002437992,0.0003194912,0.0007511828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003721015,0.00004663639,0.998596,0.00002075881,0.0002536705,0.00002726736,0.00005657012,0.00005946561,0.00003808359,0.00001031885,0.0001568984,0.0003622183],"study_design_scores_gemma":[0.00002934698,0.0001148393,0.9994312,0.00000616324,0.0000545497,0.00003560558,0.00009158061,0.0001492406,0.000009655178,0.00000686391,0.0000672575,0.000003592423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974552,0.0002405434,0.00004739666,0.00003948517,0.000008032554,0.00001902313,0.002008491,0.000002008912,0.0001797919],"genre_scores_gemma":[0.9962785,0.00010644,0.00005442245,0.00003402109,0.00001211237,0.00003535195,0.003393836,0.000002425147,0.00008290055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01083472,"threshold_uncertainty_score":0.02154332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04347201001812571,"score_gpt":0.3331431433726945,"score_spread":0.2896711333545687,"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."}}