{"id":"W2999278155","doi":"10.1093/ehjci/ehz872.045","title":"P100 Prospective mid-term assessment of frailty in patients implanted with left ventricular assist devices- any reversibility within different domains?","year":2020,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Population; Mood; Sarcopenia; Ventricular assist device; Internal medicine; Depression (economics); Transplantation; Anxiety; Cardiology; Physical therapy; Psychiatry","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":[0.0003426359,0.0002665043,0.0002878431,0.0004372788,0.0003786278,0.0003745485,0.000196631,0.0002973599,0.0009017767],"category_scores_gemma":[0.000663196,0.000128305,0.0003415882,0.0005350816,0.0001517393,0.0004002593,0.0003867102,0.000367954,0.0003014987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000197045,"about_ca_system_score_gemma":0.0002565963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002534345,"about_ca_topic_score_gemma":0.003217078,"domain_scores_codex":[0.9998844,0.00002272858,0.00001633577,0.00002896768,0.00002185703,0.00002572756],"domain_scores_gemma":[0.9996444,0.00003134043,0.0000960183,0.00003174692,0.00007763084,0.0001188216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002551562,0.0000534786,0.9972585,0.000008000272,0.00001683297,0.0001121684,0.00003803504,0.00002002533,0.0003532137,0.000004948356,0.00006134703,0.001818279],"study_design_scores_gemma":[0.00001063775,0.0004208503,0.9990626,0.000002992741,0.00001514178,0.0001434809,0.00005555255,0.00007567825,0.00008652466,0.000007717664,0.0001163909,0.000002494363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992094,0.0001048843,0.00005997362,0.00001909497,0.000004891211,0.00002260513,0.0002506493,0.000002036175,0.0003263392],"genre_scores_gemma":[0.9993112,0.00004360981,0.0000678682,0.00001839237,0.000008212895,0.00002183777,0.0003953641,6.577578e-7,0.0001328035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002534345,"threshold_uncertainty_score":0.005039155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03030730598015455,"score_gpt":0.2982375991128879,"score_spread":0.2679302931327334,"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."}}