{"id":"W3165115855","doi":"10.1161/circheartfailure.120.008105","title":"Prevalence and Prognostic Significance of Frailty Among Patients With Transthyretin Amyloidosis Cardiomyopathy","year":2021,"lang":"en","type":"letter","venue":"Circulation Heart Failure","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Libin Cardiovascular Institute of Alberta","funders":"","keywords":"Transthyretin; Amyloidosis; Medicine; Cardiomyopathy; Internal medicine; Cardiac amyloidosis; Cardiology; Heart failure","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009945146,0.0004706919,0.0005735777,0.00009593234,0.00009962072,0.0000492539,0.0001686879,0.000771603,0.00005474332],"category_scores_gemma":[0.0001165731,0.0004427474,0.0002242854,0.0001918832,0.0002772125,0.00001597252,0.00005981583,0.0004059343,0.000003717755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004171364,"about_ca_system_score_gemma":0.0001474569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000453485,"about_ca_topic_score_gemma":0.00002351005,"domain_scores_codex":[0.9975511,0.0002413236,0.000429509,0.0009463193,0.0004691589,0.000362586],"domain_scores_gemma":[0.9984747,0.00009061291,0.0003091427,0.0006756565,0.0003587064,0.000091166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001734807,0.00006812187,0.9553998,0.0006418247,0.0002386163,0.00001047126,0.00005336092,0.00006395402,0.002345896,7.918421e-7,0.04100152,0.0001583129],"study_design_scores_gemma":[0.0008825765,0.0002264594,0.9394501,0.0003566376,0.0003964028,0.000007635915,0.00001894813,0.00000588397,0.005086472,0.000003879351,0.05305663,0.0005083753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757361,0.001630942,0.0002901132,0.02021332,0.0001116775,0.001530426,0.0004160863,0.00003090115,0.00004036516],"genre_scores_gemma":[0.9860385,0.000112311,0.0009488983,0.00988604,0.0003692366,0.0003529845,0.002039483,0.00009123607,0.0001612855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01594969,"threshold_uncertainty_score":0.9998024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009445034210846054,"score_gpt":0.2184387790782991,"score_spread":0.208993744867453,"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."}}