{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005995433,0.0002750262,0.0002906592,0.0008263726,0.0004301848,0.0005638123,0.0002728548,0.000519367,0.001532794],"category_scores_gemma":[0.00296197,0.0001899286,0.0003030399,0.0005662201,0.0003382115,0.0003898721,0.0005265729,0.0006642963,0.000175754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000243841,"about_ca_system_score_gemma":0.0002373708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002409593,"about_ca_topic_score_gemma":0.002945457,"domain_scores_codex":[0.9997473,0.00005689807,0.00003563219,0.00004585429,0.00004895191,0.00006531457],"domain_scores_gemma":[0.9985127,0.0002979095,0.0006404759,0.00004858246,0.0001236963,0.0003766805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004495897,0.000008420211,0.9993706,0.000002257485,0.000007498588,0.00005100893,0.00002613673,0.00001196203,0.00005451862,0.000003135855,0.00002694668,0.000392573],"study_design_scores_gemma":[0.000004751333,0.00006924184,0.9993407,0.000004855591,0.00001028362,0.0003310597,0.00009297048,0.00009080366,0.00001578164,0.00001123474,0.00002591396,0.000002323762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996315,0.0001363296,0.00002017831,0.00003022873,0.000003687403,0.000002631385,0.00005248562,0.000001109942,0.0001217298],"genre_scores_gemma":[0.9998292,0.00003661066,0.00001740422,0.00001143299,0.000008112595,0.000002288467,0.00007790323,3.14102e-7,0.00001670847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002409593,"threshold_uncertainty_score":0.005127728,"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."}}