{"id":"W2884524495","doi":"10.1097/01.tp.0000542634.50135.0e","title":"Frailty Predicts Mortality after Heart Transplantation","year":2018,"lang":"en","type":"article","venue":"Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heart transplantation; Medicine; Transplantation; Heart transplants; Internal medicine; Cardiology; Gerontology","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":[0.0008937244,0.0002544549,0.0003329593,0.0006108432,0.000387468,0.0007424689,0.0002740562,0.0003267207,0.002152277],"category_scores_gemma":[0.003226546,0.00009704098,0.0004151145,0.0004956699,0.0002809171,0.0003127845,0.0006302341,0.0007298781,0.0002275383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002702546,"about_ca_system_score_gemma":0.0002615771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002227995,"about_ca_topic_score_gemma":0.002567278,"domain_scores_codex":[0.9997099,0.0000652894,0.00003643945,0.00004610026,0.00006258255,0.00007963953],"domain_scores_gemma":[0.997381,0.0004535255,0.001272461,0.00008046475,0.000207077,0.0006053463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009523626,0.00001889717,0.9977632,0.000008280755,0.0000276674,0.00003477555,0.00001443593,0.00005199867,0.00006722791,0.000007852423,0.0000969329,0.001813556],"study_design_scores_gemma":[0.00000451608,0.00007094631,0.9993068,0.00001159523,0.00002116663,0.0001640385,0.00003134843,0.00021393,0.00004039501,0.00004279612,0.00008986373,0.000002605737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977971,0.00105966,0.0000802264,0.0001738629,0.00001715496,0.000005216134,0.0002096502,0.000004551494,0.0006525223],"genre_scores_gemma":[0.999505,0.0001481147,0.00003744545,0.00003047137,0.00004730751,0.000002410455,0.0001667941,9.442351e-7,0.00006148798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002227995,"threshold_uncertainty_score":0.007200062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05017051219360846,"score_gpt":0.3634977580463556,"score_spread":0.3133272458527472,"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."}}