{"id":"W3134271494","doi":"10.1097/tp.0000000000003669","title":"Validation of Cognitive Impairment in Combination With Physical Frailty as a Predictor of Mortality in Patients With Advanced Heart Failure Referred for Heart Transplantation","year":2021,"lang":"en","type":"article","venue":"Transplantation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heart failure; Cognitive impairment; Heart transplantation; Cohort; Cohort study; Cognition; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001218864,0.0001551011,0.0003849005,0.0001490183,0.00001830808,0.000004864163,0.00002827457,0.0000757979,0.00001101974],"category_scores_gemma":[0.0000347799,0.0001386018,0.00005058757,0.0003708967,0.00005678014,0.0002815194,0.000001703486,0.0001163289,7.387194e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007275968,"about_ca_system_score_gemma":0.000156828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009961014,"about_ca_topic_score_gemma":0.0004364931,"domain_scores_codex":[0.9985802,0.00009431368,0.0004062591,0.0002889496,0.0004702469,0.0001600349],"domain_scores_gemma":[0.9990624,0.0001874601,0.0001449459,0.0001227123,0.0004344039,0.00004803228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01646427,0.0030135,0.9515612,0.00231951,0.00009655147,0.00001297862,0.009295082,0.0008006265,0.01602179,0.00008713697,0.000006490992,0.0003209003],"study_design_scores_gemma":[0.0253541,0.002837806,0.7917918,0.001872319,0.0002385821,0.00000979102,0.0003437837,0.0002279239,0.177114,0.0001015835,9.793087e-7,0.0001073114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950732,0.000006056178,0.002271338,0.0002113768,0.00002426926,0.001927344,0.0004265497,0.00002006452,0.00003977589],"genre_scores_gemma":[0.9925306,0.00001255677,0.001821188,0.00003561545,0.000009342409,0.0001599078,0.005403106,0.00002016329,0.000007510854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1610922,"threshold_uncertainty_score":0.5652019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0144709012720138,"score_gpt":0.292368545450504,"score_spread":0.2778976441784902,"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."}}