{"id":"W4251063691","doi":"10.21203/rs.3.rs-90809/v1","title":"Comparison Between Sarcopenia and Frailty as Predictors of Postoperative Complications: 65 Years and Older Non-Cardiac Surgery Cohort Study","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Centre Hospitalier de l’Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Sarcopenia; Medicine; Cohort; Cardiac surgery; Cohort study; Gerontology; Surgery; Internal medicine","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":[0.001198692,0.000638876,0.0008715364,0.0009237648,0.0007122013,0.001408821,0.0007599081,0.001053357,0.003274266],"category_scores_gemma":[0.002530153,0.0008252607,0.001596323,0.001356526,0.0003215797,0.0008818498,0.00101868,0.001023844,0.0005156575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003966633,"about_ca_system_score_gemma":0.00079876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0219675,"about_ca_topic_score_gemma":0.02132724,"domain_scores_codex":[0.9993697,0.0001492599,0.00007378536,0.0001961023,0.00006611057,0.0001451523],"domain_scores_gemma":[0.9988462,0.0001582841,0.0002542824,0.0001966673,0.0001432531,0.0004012251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001421981,0.0001491742,0.9961903,0.00001530341,0.0006997889,0.0001093264,0.0001204913,0.0000465199,0.0001828153,0.00003055427,0.0003507408,0.0006829554],"study_design_scores_gemma":[0.00009486659,0.0002325201,0.9984046,0.000008972101,0.0002930413,0.00008694363,0.0003925146,0.000179714,0.00001996639,0.00002906894,0.0002488337,0.000008941606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981076,0.0001990678,0.00008712898,0.0000435102,0.00003056984,0.00001008979,0.001244085,0.000003445893,0.0002745074],"genre_scores_gemma":[0.9970138,0.0001684208,0.00007935835,0.00004711382,0.00003484876,0.0000224103,0.001681851,0.000006965094,0.0009452616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0219675,"threshold_uncertainty_score":0.0436793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1966043707081059,"score_gpt":0.4965646167052307,"score_spread":0.2999602459971248,"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."}}