{"id":"W4206017478","doi":"10.1002/hed.26978","title":"Poor treatment tolerance in head and neck cancer patients with low muscle mass","year":2022,"lang":"en","type":"article","venue":"Head & Neck","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University; Jewish General Hospital","funders":"National Cancer Institute","keywords":"Medicine; Head and neck cancer; Head and neck squamous-cell carcinoma; Confounding; Internal medicine; Surgery; Adjuvant; Prospective cohort study; Adjuvant therapy; Cancer; Cohort; Biomarker; Cohort study; Oncology","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":[0.0000480244,0.0001130869,0.0002429199,0.000079163,0.0001380981,0.000008195088,0.00002887322,0.00002320978,0.0004056348],"category_scores_gemma":[0.000003450247,0.00009514067,0.00002159115,0.000181891,0.0000228856,0.00004198712,0.00001722002,0.0001554594,0.000007468123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003770204,"about_ca_system_score_gemma":0.0001064228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009336917,"about_ca_topic_score_gemma":0.0006456972,"domain_scores_codex":[0.9990658,0.00003199397,0.00018311,0.0002408604,0.0002095432,0.0002686609],"domain_scores_gemma":[0.9996338,0.00001553742,0.00004384642,0.0001318321,0.00003155552,0.0001434274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007493212,0.0008833609,0.9811324,0.0002524648,0.0000112929,0.00006973575,0.0007210877,0.00005937591,0.0001621008,0.00003022657,0.001198269,0.01473032],"study_design_scores_gemma":[0.01137496,0.001398006,0.9067022,0.0004005839,0.0000146055,0.000007396987,0.0001120861,0.0005336037,0.00008350009,0.00002610259,0.07923055,0.0001164191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925742,0.0009201498,0.000002168972,0.005039627,0.0001425144,0.0006065647,0.00004065478,0.00003377337,0.0006403781],"genre_scores_gemma":[0.9935538,0.0001849345,0.0006095613,0.00451732,0.0000749737,0.0003040397,0.00003559525,0.0000203015,0.0006994978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07803228,"threshold_uncertainty_score":0.4441416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02330656605268494,"score_gpt":0.3115136658635572,"score_spread":0.2882070998108723,"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."}}