{"id":"W7023995010","doi":"","title":"The Prevalence and Prognostic Significance of Frailty in Patients with Advanced Heart Failure Referred for Heart Transplantation","year":2016,"lang":"en","type":"article","venue":"UTS ePRESS (University of Technology Sydney)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heart failure; Depression (economics); Heart transplantation; Ejection fraction; Intracardiac injection; Heart disease; Cognitive decline; Transplantation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006156766,0.0002766652,0.0002880245,0.0008963993,0.0004334501,0.0005930637,0.0003017273,0.000586823,0.001766109],"category_scores_gemma":[0.003043804,0.0002185296,0.0003252894,0.0006005653,0.0003770039,0.000453906,0.0005802521,0.000729331,0.0002298446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002386316,"about_ca_system_score_gemma":0.0002410358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00284139,"about_ca_topic_score_gemma":0.003694346,"domain_scores_codex":[0.9997088,0.00007061883,0.00004414303,0.00005150493,0.00005278358,0.00007213752],"domain_scores_gemma":[0.9985951,0.0002855166,0.0005791255,0.00005022284,0.0001094203,0.0003807024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003929494,0.000008725403,0.9993224,0.000002138089,0.000007821894,0.00005008048,0.00002755405,0.00001154624,0.00004470674,0.000003595922,0.00003414482,0.000447966],"study_design_scores_gemma":[0.000005494826,0.00006619798,0.9993168,0.000006021715,0.00001059569,0.0003175858,0.000102375,0.0001124579,0.00001347577,0.00001461074,0.00003185126,0.000002689464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994478,0.0002308885,0.0000223627,0.00004961071,0.000005702699,0.000003234901,0.00006914327,0.000001378531,0.0001698628],"genre_scores_gemma":[0.9997941,0.00005221066,0.00001702013,0.00001586578,0.00001263744,0.000002412031,0.00008314177,3.728208e-7,0.00002233571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00284139,"threshold_uncertainty_score":0.005908251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007978595139827063,"score_gpt":0.2168549610612656,"score_spread":0.2088763659214385,"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."}}