{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008955683,0.00005485271,0.0001886196,0.00005554971,0.00004348411,0.000006807083,0.00002095236,0.00003088726,0.000389771],"category_scores_gemma":[0.0002045376,0.00004197961,0.00002174221,0.000203745,0.00002571036,0.00004975378,0.00002734507,0.0001012203,0.000005169997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008060356,"about_ca_system_score_gemma":0.0004445323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000211191,"about_ca_topic_score_gemma":0.0008518108,"domain_scores_codex":[0.9990187,0.0001824499,0.0002176632,0.0001167629,0.0003361335,0.0001283189],"domain_scores_gemma":[0.9993785,0.0001481539,0.00005814269,0.0001259125,0.0002453306,0.00004393176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006545091,0.0001908258,0.9749178,0.0004266676,0.00001930499,0.000004732586,0.0005554847,0.000006590125,0.0005368879,0.0000503002,0.002058743,0.02116719],"study_design_scores_gemma":[0.002681821,0.00002345567,0.9926681,0.001476241,0.00006253495,0.000004139793,0.00009379142,0.0003915736,0.001564409,0.0002675714,0.0007206204,0.0000457407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883714,0.00505703,0.000002766562,0.004766591,0.0001389196,0.0003036408,0.000003519171,0.000007554389,0.001348608],"genre_scores_gemma":[0.9967223,0.001148953,0.000116194,0.001801519,0.0000452599,0.00002558482,0.00001619483,0.000009077131,0.0001148622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02112145,"threshold_uncertainty_score":0.4267718,"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."}}