{"id":"W4411162532","doi":"10.1002/hed.28210","title":"Sarcopenia Trajectories Predict Survival in Operable Head and Neck Cancer","year":2025,"lang":"en","type":"article","venue":"Head & Neck","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Montréal; McGill University; Jewish General Hospital","funders":"Réseau de cancérologie Rossy","keywords":"Sarcopenia; Head and neck cancer; Head and neck; Oncology; Medicine; Cancer; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003626459,0.0002007854,0.0001903721,0.0003618094,0.0002092363,0.0003748099,0.0001298845,0.0002097357,0.001053582],"category_scores_gemma":[0.0009889931,0.00008419363,0.0002711213,0.000426834,0.0001446493,0.0002564811,0.0004711068,0.000291551,0.0001338055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002370306,"about_ca_system_score_gemma":0.0002425203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002485218,"about_ca_topic_score_gemma":0.005628845,"domain_scores_codex":[0.9999022,0.00002252756,0.0000110407,0.00001879291,0.00001818108,0.0000270913],"domain_scores_gemma":[0.9995157,0.0000684705,0.0002471726,0.00002276994,0.00005533752,0.0000906663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001174462,0.00001489753,0.9975349,0.000006126553,0.00002524254,0.00001113972,0.00002438901,0.00008082882,0.0001330725,0.000006997063,0.00004008279,0.002004883],"study_design_scores_gemma":[0.000002154232,0.00008865335,0.9994285,0.000005285674,0.0000147212,0.00003914433,0.00005769405,0.0002192382,0.00004406205,0.00002080683,0.0000785023,0.000001320054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993089,0.0002118367,0.00006350557,0.00002822402,0.000002483952,0.000004765071,0.0001865897,0.00000166375,0.0001919926],"genre_scores_gemma":[0.999569,0.00006514604,0.00004465312,0.000006191516,0.000002280955,0.000003892558,0.0002492564,5.748373e-7,0.00005902463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002485218,"threshold_uncertainty_score":0.004941523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04103154537695319,"score_gpt":0.3736631637201658,"score_spread":0.3326316183432126,"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."}}