{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006174587,0.0002062122,0.0007403864,0.0006087431,0.0007858045,0.0007830626,0.0003211189,0.002707738,0.00137925],"category_scores_gemma":[0.006059589,0.0002512452,0.0004307625,0.001056609,0.0004201799,0.0007058453,0.0003342241,0.002203277,0.0002995067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005169986,"about_ca_system_score_gemma":0.0004910055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004004682,"about_ca_topic_score_gemma":0.004699461,"domain_scores_codex":[0.9995246,0.0001190404,0.00006604538,0.00006850971,0.00009264795,0.0001291063],"domain_scores_gemma":[0.9974969,0.001087768,0.0003341573,0.0001545749,0.0003772119,0.000549384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004027369,0.00006819126,0.9811979,0.00002114567,0.00005548374,0.004215184,0.0001650382,0.00007545205,0.0002968782,0.0001405435,0.006142053,0.007219346],"study_design_scores_gemma":[0.00007106513,0.000169711,0.9851571,0.0000492134,0.00008404456,0.01003127,0.0004795281,0.0007856599,0.00006387379,0.001038507,0.002040188,0.00002984562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9201804,0.003105158,0.0002686381,0.06742426,0.0009787121,0.00002202988,0.0008277856,0.00002500664,0.007168039],"genre_scores_gemma":[0.9857961,0.0007144648,0.000167664,0.009469558,0.00291059,0.00002112222,0.0002206342,0.000005400024,0.0006944641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004004682,"threshold_uncertainty_score":0.007962763,"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."}}