{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003889057,0.000198458,0.0002497325,0.000584821,0.000299451,0.0004268666,0.000220489,0.0003121235,0.001240965],"category_scores_gemma":[0.001873048,0.000125565,0.0002108103,0.0005621344,0.0002623839,0.0002782569,0.0002972409,0.0004014583,0.0001411553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002152622,"about_ca_system_score_gemma":0.0002360008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001603675,"about_ca_topic_score_gemma":0.001989004,"domain_scores_codex":[0.9998298,0.00003854811,0.00002114225,0.00003346564,0.0000338434,0.00004327011],"domain_scores_gemma":[0.9986516,0.0002092695,0.0008209666,0.00004432536,0.00007906027,0.0001948823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004200125,0.000007913121,0.9993737,0.00000249935,0.000008084799,0.0000347666,0.00001138284,0.00001587321,0.0000968942,0.000003045324,0.00001432673,0.0003894769],"study_design_scores_gemma":[0.000001916017,0.00008884842,0.9993663,0.000002553429,0.00001002755,0.0002679418,0.00006171024,0.0001005039,0.00004608389,0.00001081348,0.00004182243,0.000001484696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995742,0.0001339373,0.00003119204,0.00001954123,0.000002147799,0.000002571724,0.00008285985,0.000001115596,0.0001524542],"genre_scores_gemma":[0.9997991,0.00002969076,0.00002559574,0.000009180284,0.000004226542,0.000002425447,0.00009393952,3.980761e-7,0.0000355194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001603675,"threshold_uncertainty_score":0.004151464,"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."}}