{"id":"W2254383138","doi":"10.1097/tp.0000000000000991","title":"The Prevalence and Prognostic Significance of Frailty in Patients With Advanced Heart Failure Referred for Heart Transplantation","year":2015,"lang":"en","type":"article","venue":"Transplantation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":181,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Ejection fraction; Depression (economics); Transplantation; Internal medicine; Heart transplantation; Body mass index; Cardiology; Physical therapy","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":[0.0001851198,0.0001170524,0.0001806461,0.00005210687,0.00004350088,0.000009690984,0.00004626458,0.00005516893,0.000001863517],"category_scores_gemma":[0.00006198098,0.00008334941,0.00002148991,0.0001384705,0.00008650782,0.0001788805,0.000001336675,0.00009094473,0.000001123778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002911544,"about_ca_system_score_gemma":0.00007848682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002674952,"about_ca_topic_score_gemma":0.0002884238,"domain_scores_codex":[0.9990214,0.000050074,0.0002630732,0.0002138779,0.0002817654,0.0001698054],"domain_scores_gemma":[0.9992641,0.0002643762,0.00007060068,0.0001329959,0.0001941708,0.00007379244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01048696,0.0001958547,0.9758343,0.003424673,0.00002663302,0.00000300984,0.003891678,0.0002319717,0.003765002,0.00006185075,0.0001657492,0.001912349],"study_design_scores_gemma":[0.008995297,0.001407912,0.9822691,0.0007035739,0.0001392964,0.00001462747,0.0001007339,0.0001231036,0.005841978,0.00007804289,0.0002201654,0.0001061402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949691,0.0001168282,0.001621136,0.0009568181,0.00005041327,0.002090929,0.00013551,0.00002647788,0.00003281841],"genre_scores_gemma":[0.9938836,0.0001041469,0.0054933,0.00005331422,0.00001265656,0.0001755041,0.0002094228,0.00001600988,0.00005209439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006434858,"threshold_uncertainty_score":0.339889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02036312241241613,"score_gpt":0.2740793340326279,"score_spread":0.2537162116202118,"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."}}