{"id":"W3037957971","doi":"10.1155/2020/5783107","title":"The Utility of Psoas Muscle Assessment in Predicting Frailty in Patients Undergoing Transcatheter Aortic Valve Replacement","year":2020,"lang":"en","type":"article","venue":"Current Gerontology and Geriatrics Research","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiology; Valve replacement; Aortic valve replacement; Internal medicine; Stenosis","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":[0.0009159065,0.0001223149,0.0003158897,0.0001248911,0.0001264232,0.00001734192,0.00009261022,0.00008028802,0.00003506482],"category_scores_gemma":[0.0004440106,0.00009195474,0.0002938427,0.0003664876,0.0001419396,0.00005294052,0.0001136753,0.0005040864,0.000002096481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001163773,"about_ca_system_score_gemma":0.0002561774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008240653,"about_ca_topic_score_gemma":0.00007551823,"domain_scores_codex":[0.9978832,0.0003888902,0.0004470571,0.0003836264,0.0004621811,0.0004350265],"domain_scores_gemma":[0.9988105,0.0005582139,0.00007436861,0.0002427052,0.0001417516,0.0001724322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005740249,0.0006063891,0.9565458,0.000242851,0.000115501,0.000001247873,0.0007726843,0.000001555501,0.000005465362,0.0000505385,0.0001026511,0.04098133],"study_design_scores_gemma":[0.003735899,0.0006253689,0.9934207,0.00005943229,0.00008558617,2.826915e-7,0.0004276396,0.001246265,0.00000710379,0.0001636913,0.0001666716,0.00006134361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931889,0.00471983,0.00004658757,0.0006112705,0.0001675216,0.000842976,0.00002099331,0.000008416636,0.0003934605],"genre_scores_gemma":[0.9985316,0.001274642,0.00002528893,0.00001725572,0.00003834647,0.00006783366,0.00003071813,0.00000896959,0.000005365817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04091999,"threshold_uncertainty_score":0.3749805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1208039657388362,"score_gpt":0.452719032167518,"score_spread":0.3319150664286818,"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."}}