{"id":"W2932862971","doi":"10.1016/j.clnu.2019.03.030","title":"Prevalence and prognostic significance of malnutrition in patients with cancers of the head and neck","year":2019,"lang":"en","type":"article","venue":"Clinical Nutrition","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Alexandra Hospital; University of Alberta","funders":"Canadian Institutes of Health Research; European Society for Clinical Nutrition and Metabolism; Academy of Nutrition and Dietetics","keywords":"Medicine; Head and neck; Malnutrition; Oncology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002066799,0.00005994775,0.000243414,0.0000449351,0.0000165901,0.000002521868,0.00003064724,0.00006762098,0.00001237538],"category_scores_gemma":[0.0001072247,0.00004313314,0.00002607366,0.0001415289,0.000183481,0.00005473536,0.00001506019,0.0001608708,6.08787e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002931917,"about_ca_system_score_gemma":0.00004864955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002020427,"about_ca_topic_score_gemma":0.00001015757,"domain_scores_codex":[0.9990886,0.00007195413,0.0004112281,0.0001767646,0.0001543358,0.00009711531],"domain_scores_gemma":[0.9993455,0.0001907388,0.0001567712,0.0001286279,0.0001199555,0.00005838576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009444538,0.0006074109,0.9934436,0.004002102,0.000004316721,3.749885e-7,0.00002346481,3.148368e-7,0.0001353807,0.00006029005,0.00006405952,0.0007142326],"study_design_scores_gemma":[0.009098162,0.001359363,0.9831169,0.005592035,0.00002530185,0.000001604047,0.00002427598,0.00004990762,0.0002122388,0.0003964044,0.00007964958,0.00004414959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968723,0.0004670226,0.000004518508,0.0009987507,0.00006564917,0.001504607,0.00001975922,0.000005890555,0.00006148692],"genre_scores_gemma":[0.9977833,0.0008400088,0.001064353,0.0002256847,0.00002720826,0.00003059789,0.000007348996,0.000005736875,0.00001573591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01032669,"threshold_uncertainty_score":0.1758918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0333807172632086,"score_gpt":0.3504479373583103,"score_spread":0.3170672200951017,"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."}}