{"id":"W4396898362","doi":"10.1002/ejhf.3234","title":"Frailty According to the 2019 HFA-ESC Definition in Patients at Risk for Advanced Heart Failure: Insights from the HELP-HF Registry","year":2024,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Frailty in Older Adults","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Heart failure; Hazard ratio; Confidence interval; Internal medicine; Cohort; Cardiology; Cohort study","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":[0.003480359,0.0004076629,0.0007407092,0.001556604,0.000255852,0.000906346,0.0005478925,0.0005103929,0.0007937241],"category_scores_gemma":[0.007352272,0.000159123,0.000978398,0.001675306,0.0001966478,0.0007417353,0.001582197,0.0007614463,0.0002579201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000378429,"about_ca_system_score_gemma":0.0004253673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004333576,"about_ca_topic_score_gemma":0.00546338,"domain_scores_codex":[0.9987418,0.00047319,0.0001894231,0.0001999932,0.0002443812,0.0001511915],"domain_scores_gemma":[0.9966185,0.0006410546,0.001653955,0.0003088989,0.0004686765,0.0003089204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003234693,0.00003248473,0.9917253,0.00004615325,0.0001607763,0.00004179376,0.00007180632,0.0002470546,0.00004201343,0.0001286563,0.001727152,0.005453386],"study_design_scores_gemma":[0.00003919416,0.00007978971,0.9975771,0.0000502383,0.00009254956,0.0001425151,0.00008483816,0.0009178973,0.00003410509,0.0001791526,0.000790402,0.00001230127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840685,0.002521608,0.0006979523,0.0004592913,0.00003242007,0.00006664212,0.01014164,0.00003250087,0.001979519],"genre_scores_gemma":[0.983324,0.0006582075,0.0007147829,0.0001416236,0.00006674156,0.0001026104,0.01474085,0.000009883673,0.000241393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004333576,"threshold_uncertainty_score":0.01840609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01975399403703818,"score_gpt":0.2570032716184723,"score_spread":0.2372492775814341,"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."}}