{"id":"W3189594260","doi":"10.1002/lary.29782","title":"Evaluation of Sarcopenia in Older Patients Undergoing Head and Neck Cancer Surgery","year":2021,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Sarcopenia; Medicine; Prospective cohort study; Univariate analysis; Internal medicine; Multivariate analysis; Logistic regression; Body mass index; Head and neck cancer; Cohort; Surgery; Cancer","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":[0.0007856581,0.0002823453,0.0003553604,0.0006670112,0.0002865581,0.0004319983,0.0001913839,0.0003223922,0.001287846],"category_scores_gemma":[0.001834732,0.0001663405,0.0003317581,0.0006278842,0.0001865538,0.0003178044,0.000339128,0.0003296743,0.0001867537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001694167,"about_ca_system_score_gemma":0.0002669852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001153872,"about_ca_topic_score_gemma":0.002834886,"domain_scores_codex":[0.9997138,0.00008165395,0.00004962103,0.00004585039,0.00006080942,0.00004824231],"domain_scores_gemma":[0.9988021,0.0001381048,0.0006802146,0.00004068921,0.0001556178,0.0001833074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007187783,0.00002332733,0.9990249,0.000007111489,0.00001610229,0.00002493409,0.00001369917,0.00001507782,0.0001005941,0.000001647412,0.00002088866,0.0006799301],"study_design_scores_gemma":[0.000006814398,0.0002631251,0.9992985,0.000006738207,0.00001622768,0.0001718317,0.00005349955,0.00008641907,0.00004254853,0.000004157834,0.00004819124,0.000001851311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999358,0.0001833115,0.00005367584,0.00002000699,0.000004280584,0.00001546267,0.0001540035,0.000001541063,0.0002097948],"genre_scores_gemma":[0.9993561,0.0001063104,0.0001274904,0.0000168416,0.000009870101,0.00001863789,0.0002560711,5.147374e-7,0.0001080751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001287846,"threshold_uncertainty_score":0.004308283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07839044766709569,"score_gpt":0.3783093257248354,"score_spread":0.2999188780577398,"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."}}