{"id":"W2324777534","doi":"10.1016/s0735-1097(16)32334-8","title":"PSOAS MUSCLE AREA PREDICTS POST-OPERATIVE MORTALITY IN OLDER ADULTS UNDERGOING ENDOVASCULAR OR OPEN AORTIC ANEURYSM REPAIR","year":2016,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Endovascular aneurysm repair; Aneurysm; Aortic aneurysm; Surgery; Cardiology; Internal medicine; Abdominal aortic aneurysm","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000228285,0.0002721938,0.0002411496,0.0003834378,0.0002963148,0.0005654171,0.0002227995,0.0006493349,0.00179036],"category_scores_gemma":[0.001567134,0.0001813379,0.0004508175,0.0003556155,0.0002139646,0.0004119272,0.0003850927,0.000778353,0.0002323935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001340381,"about_ca_system_score_gemma":0.0002004917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002339065,"about_ca_topic_score_gemma":0.003750833,"domain_scores_codex":[0.9998968,0.00001847394,0.0000165101,0.0000206192,0.00001614016,0.00003146866],"domain_scores_gemma":[0.9993406,0.0001121465,0.0002673122,0.0000328934,0.00005523758,0.0001917379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009760807,0.0000467393,0.9988174,0.000008028604,0.00003453189,0.00006170129,0.0000351972,0.00001650626,0.0001116905,0.000009810207,0.00004369631,0.0007170361],"study_design_scores_gemma":[0.000003810125,0.00007672052,0.9994047,0.000004721696,0.00002735236,0.0001369371,0.0001650059,0.00009684324,0.00001347057,0.00001693378,0.00005166343,0.000001815169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991762,0.0002046644,0.00003144281,0.00004857271,0.000017104,0.000003640703,0.00008375526,0.000001125848,0.000433419],"genre_scores_gemma":[0.999523,0.0001285737,0.00003226141,0.00002705028,0.00002903619,0.000002932691,0.00009866023,6.235902e-7,0.000157795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002339065,"threshold_uncertainty_score":0.005989373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01915487553649361,"score_gpt":0.3034052990909382,"score_spread":0.2842504235544446,"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."}}